{
  "schemaVersion": "deck-intelligence.v1",
  "id": "019dd923-5de0-76bd-a164-7af07c97a334",
  "slug": "8b7e4a04dfdd58c7",
  "title": "Global Lighthouse Network Playbook (with McKinsey)",
  "subtitle": "McKinsey",
  "author": "McKinsey",
  "pageCount": 29,
  "kind": "consulting-deck",
  "orientation": "portrait",
  "aspectRatio": 0.707,
  "document": {
    "id": "019dd923-5de0-76bd-a164-7af07c97a334",
    "slug": "8b7e4a04dfdd58c7",
    "title": "Global Lighthouse Network Playbook (with McKinsey)",
    "rawTitle": "Global Lighthouse Network Playbook (with McKinsey)",
    "authorId": "WEF",
    "authorName": "McKinsey",
    "authorDisplay": "McKinsey",
    "kind": {
      "slug": "consulting-deck",
      "label": "Consulting deck"
    },
    "sourceType": {
      "slug": "academic_think_tank",
      "label": "Academic / think tank"
    },
    "fileName": "2022-Global-Lighthouse-Network-Playbook-with-McKinsey.pdf",
    "sourceUrl": "https://www3.weforum.org/docs/WEF_The_Global_Lighthouse_Network_Playbook_for_Responsible_Industry_Transformation_2022.pdf",
    "sourceDate": "2022-03-15 00:00:00",
    "presentationDate": null,
    "ingestedAt": "2026-04-23 20:51:46+00",
    "status": "ready",
    "pageCount": 29,
    "orientation": "portrait",
    "aspectRatio": 0.707,
    "targetCompany": null,
    "targetTicker": null,
    "metadata": {
      "local_root": "/tmp/legacy-images/8b7e4a04dfdd58c7",
      "origin_corpus": "consulting"
    }
  },
  "coverage": {
    "pageCount": 29,
    "pagesIndexed": 29,
    "pagesWithImages": 29,
    "pagesWithMetadata": 29,
    "imageCoveragePct": 100,
    "metadataCoveragePct": 100,
    "componentCount": 190,
    "chartCount": 3,
    "metricSlides": 0,
    "toolMatches": 11,
    "documentToolMatches": 0,
    "frameworkMatches": 4,
    "arcMatches": 1,
    "beatMatches": 5,
    "loopMatches": 3,
    "patternMatches": 0,
    "storymakersMatch": false,
    "scoreAvailable": true,
    "reviewAvailable": true,
    "activistThesisAvailable": false,
    "pitchdeckMetadataAvailable": false,
    "pitchdeckProfileAvailable": false
  },
  "blocks": [],
  "matches": {
    "arcs": [
      {
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
        "evidence": "The deck's use of case studies, data tables, and key takeaways suggests a consultant's approach.",
        "isPrimary": true,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 21:10:12.454545+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      }
    ],
    "beats": [
      {
        "to": 4,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 1,
        "name": "Situation & Context",
        "beatId": "b535d14a-2b02-435e-affb-5f9fed0116b0",
        "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
        "beatType": {
          "name": "Situation & Context",
          "slug": "consultants-gambit-situation-context",
          "status": "active",
          "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
          "version": 1,
          "description": null
        },
        "evidence": "The deck's preface, executive summary, and case studies provide context and background information.",
        "position": 0,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Setup",
          "slug": "setup",
          "status": "active",
          "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
          "version": 1,
          "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 9,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 5,
        "name": "Problem & Complication",
        "beatId": "be1dabcf-0587-4e09-8ea0-8cec4995e7d3",
        "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
        "beatType": {
          "name": "Problem & Complication",
          "slug": "consultants-gambit-problem-complication",
          "status": "active",
          "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
          "version": 1,
          "description": null
        },
        "evidence": "The deck's discussion of challenges and trends highlights the need for transformation.",
        "position": 1,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Complication",
          "slug": "complication",
          "status": "active",
          "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
          "version": 1,
          "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 14,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 10,
        "name": "Evidence & Proof",
        "beatId": "22d8a768-f3ae-4360-90d0-03acaa307764",
        "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
        "beatType": {
          "name": "Evidence & Proof",
          "slug": "consultants-gambit-evidence-proof",
          "status": "active",
          "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
          "version": 1,
          "description": null
        },
        "evidence": "The deck's use of data tables and case studies provides evidence of the approach's effectiveness.",
        "position": 2,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Evidence",
          "slug": "evidence",
          "status": "active",
          "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
          "version": 1,
          "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 20,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 15,
        "name": "Impact & Next Steps",
        "beatId": "844aa51d-8565-4c8c-82ad-85988e1f67a8",
        "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
        "beatType": {
          "name": "Impact & Next Steps",
          "slug": "consultants-gambit-impact-next-steps",
          "status": "active",
          "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
          "version": 1,
          "description": null
        },
        "evidence": "The deck's discussion of success factors and enablers highlights the approach's impact and next steps.",
        "position": 3,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Resolution",
          "slug": "resolution",
          "status": "active",
          "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
          "version": 1,
          "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 25,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 21,
        "name": "Solution & Approach",
        "beatId": "6334eabc-2847-490a-8b55-c38daa29d1ab",
        "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
        "beatType": {
          "name": "Solution & Approach",
          "slug": "consultants-gambit-solution-approach",
          "status": "active",
          "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
          "version": 1,
          "description": null
        },
        "evidence": "The deck's presentation of key messages and case studies outlines the solution approach.",
        "position": 4,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Turn",
          "slug": "turn",
          "status": "active",
          "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
          "version": 1,
          "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      }
    ],
    "loops": [
      {
        "to": 9,
        "from": 5,
        "loop": {
          "name": "11_golden_circle",
          "slug": "11-golden-circle",
          "status": "active",
          "bestFor": "Visionary leadership, brand positioning, mission statements",
          "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
          "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
          "familyLabel": null,
          "categoryName": "Vision",
          "categorySlug": "vision"
        },
        "matchId": "eb4464b7-bbd9-469d-86f5-26e443bb65a0",
        "evidence": "The deck's use of trends and challenges to justify transformation.",
        "position": 0,
        "objective": "Why is transformation necessary?",
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:10:12.658416+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      },
      {
        "to": 20,
        "from": 16,
        "loop": {
          "name": "40_mece_breakdown",
          "slug": "40-mece-breakdown",
          "status": "active",
          "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
          "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
          "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
          "familyLabel": null,
          "categoryName": "Consulting Framework",
          "categorySlug": "consulting-framework"
        },
        "matchId": "49e4c271-1c63-4d3b-9094-078b5c7f6e07",
        "evidence": "The deck's breakdown of six enablers and key success factors.",
        "position": 1,
        "objective": "What are the key enablers of success?",
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:10:12.694549+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      },
      {
        "to": 25,
        "from": 22,
        "loop": {
          "name": "53_jobs_to_be_done",
          "slug": "53-jobs-to-be-done",
          "status": "active",
          "bestFor": "Product innovation, market entry, competitive positioning",
          "canonId": "019dd956-7b6c-7594-b5b3-eecbe0ab48e8",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Customer's Job -> Current Solutions (Hired/Fired) -> Unmet Needs -> Our Solution Fit",
          "description": "Reframe the problem around what the customer is trying to accomplish, not what they're buying",
          "familyLabel": null,
          "categoryName": "Consulting Framework",
          "categorySlug": "consulting-framework"
        },
        "matchId": "9c325437-d320-44d1-b6e3-0200c04be62d",
        "evidence": "The deck's discussion of workforce transformation and key pillars.",
        "position": 2,
        "objective": "How can workforce engagement be achieved?",
        "confidence": 0.6,
        "extraction": {
          "at": "2026-07-16 21:10:12.731201+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      }
    ],
    "tools": [
      {
        "tool": {
          "name": "Slide recipe: Cover",
          "slug": "cover-slide",
          "status": "active",
          "bestFor": null,
          "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3",
          "version": 1,
          "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65",
          "description": "The first ten seconds. Build it deliberately.",
          "familyLabel": "slide-recipe",
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "designer",
        "layer": "slide",
        "agents": [
          "designer"
        ],
        "matchId": "b37335c5-25ce-4813-a064-c0a8d811c4b3",
        "evidence": "The Global Lighthouse Network Playbook for Responsible Industry Transformation",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:23:21.455022+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Executive summary",
          "slug": "executive-summary",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
          "version": 1,
          "bodyDocId": null,
          "description": "A condensed view of the entire argument on a single slide / block.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "6a62857c-ee87-42cb-9ebd-67759670df81",
        "evidence": "Executive summary",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:23:21.607027+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Data-Ink Ratio",
          "slug": "data-ink-ratio",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-afc8-70da-b378-92834d36fde6",
          "version": 1,
          "bodyDocId": null,
          "description": "Maximize data, minimize non-data ink - remove chartjunk and decoration",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "66ac6685-e057-4231-a03f-61b89b06d4f8",
        "evidence": "Table containing columns: Site, Change story, Top 5 use cases, and Impact (with directional arrows and percentages).",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:23:35.012663+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Data-Ink Ratio",
          "slug": "data-ink-ratio",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-afc8-70da-b378-92834d36fde6",
          "version": 1,
          "bodyDocId": null,
          "description": "Maximize data, minimize non-data ink - remove chartjunk and decoration",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "14e6ee42-483c-4472-9469-482c5e0e8afc",
        "evidence": "Table containing site, change story, use cases, and impact metrics for Asia and Europe sites.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:23:35.091078+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Data Story Arc",
          "slug": "data-story-arc",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a",
          "version": 1,
          "bodyDocId": null,
          "description": "Context → Conflict → Insight → Implication structure for data narratives",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "981f1925-4849-4eaf-9482-b186006c2ffe",
        "evidence": "Table containing Site, Change story, Top 2 use cases, and Impact metrics for three companies.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:23:35.169789+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Waterfall chart",
          "slug": "waterfall-chart",
          "status": "active",
          "bestFor": null,
          "canonId": "e2799da3-725f-44a9-a093-570f1f388e64",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "996ea81a-b30c-4bfc-b7ef-e3de533e470b",
        "evidence": "Impact range observed for various KPIs",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 21:23:35.250189+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "List presentation",
          "slug": "list-presentation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
          "version": 1,
          "bodyDocId": null,
          "description": "Bulleted, numbered, or checklist enumerations.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "d4356d4a-7198-448d-a7bd-8c186dd3bf8c",
        "evidence": "list/numbered: 1. An Agile approach... 2. An Agile digital studio... 3. An IIoT stack... 4. An IIoT academy... 5. The technology ecosystem... 6. The transformation office...",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:23:35.328507+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "2x2 matrix",
          "slug": "matrix-2x2",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8",
          "version": 1,
          "bodyDocId": null,
          "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "7a30f096-f32c-4182-b7fb-35973649690d",
        "evidence": "chart/donut: Number of lighthouses in the Global Lighthouse Network by industry and region",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-16 21:23:35.406614+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 14,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "List presentation",
          "slug": "list-presentation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
          "version": 1,
          "bodyDocId": null,
          "description": "Bulleted, numbered, or checklist enumerations.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "c7bf7dc8-803b-4eb8-8e5e-c25a4e2f23e5",
        "evidence": "list/numbered: 1. An Agile approach... 2. An Agile digital studio... 3. An IIoT stack... 4. An IIoT academy... 5. The technology ecosystem... 6. The transformation office...",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:23:35.524995+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Dual Coding Theory",
          "slug": "dual-coding-theory",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-caf9-72e1-bf80-42c11f0c1f42",
          "version": 1,
          "bodyDocId": null,
          "description": "Information encoded both verbally and visually remembered better",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "30368a65-58ed-46e5-a58f-dd21cf8a0070",
        "evidence": "paragraph/paragraph: Agile approach: Traditional models constrain projects in a triangulation of time, money and a defined scope with particular parameters. An agile approach, while retaining budget and time constraints,",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-16 21:23:35.60404+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 17,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Executive summary",
          "slug": "executive-summary",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
          "version": 1,
          "bodyDocId": null,
          "description": "A condensed view of the entire argument on a single slide / block.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "3d8319f2-cfba-4508-82bd-b740ec236c2b",
        "evidence": "Undoubtedly, the world has changed drastically in the past two years. These challenges, along with ambitious climate goals, have boosted the prominence of environmental, social and governance (ESG) c",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:23:35.762201+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 20,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      }
    ],
    "frameworks": [
      {
        "matchId": "4373da84-0ecc-4a08-bdf6-b712964e182c",
        "evidence": "The slide explicitly maps operational stages (Demand to Customer) as an 'End-to-end value chain'.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 18:59:39.77+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "frameworkName": "value-chain"
      },
      {
        "matchId": "84912841-65fe-424a-8b75-b858975dc5ae",
        "evidence": "Numbered list of six strategic enablers",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 18:59:39.359+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "frameworkName": "list-presentation"
      },
      {
        "matchId": "43917723-8af4-44b5-a280-57d8c926bfb0",
        "evidence": "Central transformation office hub connected to four surrounding functional pillars.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 18:59:40.739+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 19,
        "frameworkName": "hub-spoke"
      },
      {
        "matchId": "e075ecd1-0009-42f7-8638-87ed75110370",
        "evidence": "Explicit breakdown of Environmental, Social, and Governance pillars.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 18:59:39.334+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 20,
        "frameworkName": "ESG Framework"
      }
    ],
    "patterns": []
  },
  "storymakers": null,
  "score": {
    "backend": "codex",
    "scoredAt": "2026-05-02 10:07:07.534+00",
    "subScores": {
      "scqa_arc": 60,
      "action_titles": 58,
      "mece_structure": 67,
      "closing_strength": 64,
      "evidence_quality": 82,
      "clarity_of_thesis": 72,
      "production_quality": 76,
      "visual_storytelling": 74
    },
    "totalScore": 69,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "Slides 3-8 establish the situation and slides 13-24 provide the answer, but the complication and question are mostly implicit, making the flow closer to a playbook catalogue than a tight SCQA arc.",
      "action_titles": "Roughly half the deck uses descriptive or action-like headlines, but many remain labels or figure captions, e.g. slide 12 \"Proven value capture\".",
      "mece_structure": "The structure moves logically from network breadth to value capture, enablers, and responsible transformation, but ESG, sustainability, workforce engagement, and case-study proof overlap while only two of six enablers get deep dives.",
      "closing_strength": "Slides 25-26 provide a broad continuation message and invitation to join the Lighthouse Network, but the deck lacks a concrete recommendation, owner, timeline, or decision ask before boilerplate slides 27-29.",
      "evidence_quality": "Claims are well supported by quantified network data and precedent cases across slides 6, 9-12, 15, 18-21, and 24, with endnotes on slide 28, though some high-level callouts remain assertion-led.",
      "clarity_of_thesis": "The central argument is visible by slides 4-5, where the deck frames Lighthouse sites as 103 Fourth Industrial Revolution front-runners proving responsible transformation is possible, but it reads more like a report theme than a sharp recommendation.",
      "production_quality": "Production is professionally consistent with strong imagery and footnote/endnote discipline, but mixed headline style and dense or overcrowded layouts on slides 6, 14, 15, 19, and 26 reduce polish.",
      "visual_storytelling": "The deck generally matches visuals to messages through maps, KPI dashboards, tables, frameworks, and case studies on slides 6, 9-12, and 14-20, though several pages are overcrowded."
    },
    "slidesAnalyzed": 29
  },
  "review": {
    "backend": null,
    "verdict": "A solid analytical-celebration deck with strong action-titled case studies but no Complication act and weak section dividers — use slides 15-19 as a teaching example for case-study titling, not the overall arc.",
    "reviewedAt": "2026-04-25 10:12:16+00",
    "slidesSeen": 29,
    "suggestions": [
      "Insert a Complication slide between p.8 and p.9 stating the cost of NOT transforming (e.g. margin erosion, ESG penalties, talent flight) so the case studies have tension to resolve",
      "Replace numbered content titles ('3.1 Sustainability', '3.2 Workforce engagement') with explicit divider slides that state the pillar's promise as a full sentence",
      "Rewrite case-study callouts (p.18, p.19, p.24) so they add a second insight beyond restating the title — e.g. the mechanism, the surprising number, or the transferable lesson",
      "Compress the front matter: move the thesis from p.5 to p.3 and let preface/exec-summary serve as supporting context, not as gatekeepers"
    ],
    "closingScore": 62,
    "openingScore": 55,
    "topStrengths": [
      "Action titles on case-study slides consistently name the protagonist + the move (p.15 J&J, p.18 Petronas, p.19 Foxconn, p.24 Novo Nordisk) — textbook Storymakers verb-led titling",
      "Quantified pull-quotes recur throughout (45.6%, 99.9%, 40%+, 80%, 4,600+, >90%) giving every analytical section a numeric anchor",
      "p.13 'Proven approaches have endured powerful storms' is a strong metaphorical bridge between context and framework"
    ],
    "topWeaknesses": [
      "No Complication act — the deck skips from 'who they are' to 'what they did' without ever stating the cost of inaction or the competitive risk",
      "Section dividers are absent; numbered titles like p.21 '3.1 Sustainability' and p.22 '3.2 Workforce engagement' carry navigation that should be on a divider, not a content slide",
      "Several callouts are tautologies of the title (p.18 and p.19 callouts repeat the title verbatim), wasting a chance to add a second insight layer",
      "Opening front-matter (p.1-4) takes 14% of the deck before the thesis appears at p.5"
    ],
    "narrativeScore": 68,
    "pillarCritique": "There are no explicit divider slides; the deck signals sections only via numbered titles ('3.1 Sustainability' p.21, '3.2 Workforce engagement' p.22), so the MECE pillar structure is implied rather than declared, which weakens navigation.",
    "closingCritique": "p.25 'Continuing the journey and expanding the Lighthouse Playbook' does function as a next-steps slide and the callout reads as a manifesto, but the actual ask is soft ('invites future sustainability lighthouses to join') and is split with p.26 — a sharper one-slide CTA would land harder.",
    "openingCritique": "The first three slides are cover, ToC, and a soft preface; the thesis only crystallizes at p.5 ('103 front-runners are showing what is possible'). A Storymakers opening would compress this into one stakes-setting hook on p.3-4 rather than burying it behind front matter and a dense exec-summary block.",
    "extractionSeconds": 62.58483,
    "narrativeCritique": "The deck follows a recognizable Setup (p.5-8 'who are the Lighthouses') → Analysis (p.9-19 use cases, enablers, case proof) → Resolution (p.20-25 responsibility + next steps) arc, but the Complication/tension act is largely missing — there is no slide naming what would happen if companies do NOT transform, so the build feels celebratory rather than dramatic.",
    "titleQualityScore": 72,
    "titleQualityCritique": "Most titles are insight-bearing and declarative — e.g. p.5 '103 front-runners are showing what is possible', p.15 'Lighthouses have scaled across production networks and value chains', p.18 'Petronas managed key success factors actively to drive improvements'. A handful regress to topic labels ('Preface', 'Contents', '3.1 Sustainability', 'A closer look at two key enablers' p.17)."
  },
  "activistThesis": null,
  "pitchdeck": {
    "metadata": null,
    "profile": null
  },
  "slides": [
    {
      "page": 1,
      "type": "setup",
      "function": "front_matter",
      "imagePath": "https://imgproxy.kitesheet.com/is5lAzsWReQovw78ZBo4DrtprzlTd5E6zWS33yF7HkA/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy84YjdlNGEwNGRmZGQ1OGM3L3AwMDEuanBn",
      "rawType": "cover",
      "block": null,
      "metadata": {
        "slideType": "cover",
        "slideTypeCanon": {
          "name": "Cover",
          "slug": "cover",
          "status": "active",
          "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410",
          "version": 1,
          "description": null
        },
        "function": "front_matter",
        "functionCanon": {
          "name": "Front matter",
          "slug": "front_matter",
          "status": "active",
          "canonId": "019de52d-133d-73f0-9e26-201eda96b098",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 22,
        "componentCount": 5,
        "textChars": 184,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "photo",
          "logo_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:36.465+00",
          "seconds": 2.26,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/1",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-1",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.2,
            "x": 0.74,
            "y": 0.04
          },
          "kind": "image",
          "text": "WORLD ECONOMIC FORUM",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:36.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "13a4264d-752a-44ac-8d80-8c5b820aabfd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 1,
            "w": 1,
            "x": 0,
            "y": 0
          },
          "kind": "image",
          "text": "Industrial welding robot",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Photo",
              "slug": "photo",
              "status": "active",
              "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "photo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:36.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "daae7364-f1b6-4dca-9b96-a0feb5acb507",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.25,
            "x": 0.06,
            "y": 0.04
          },
          "kind": "paragraph",
          "text": "In collaboration with McKinsey & Company",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:36.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e7a24cf2-7567-4615-a243-26a1ca7f9f80",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.06,
            "y": 0.28
          },
          "kind": "paragraph",
          "text": "WHITE PAPER MARCH 2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:36.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fe595044-da28-4866-bcd4-25938ce4d241",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.5,
            "x": 0.06,
            "y": 0.12
          },
          "kind": "title",
          "text": "The Global Lighthouse Network Playbook for Responsible Industry Transformation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:36.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bee897a7-6aea-4b2d-8028-d0b15030a1d4",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Slide recipe: Cover",
            "slug": "cover-slide",
            "status": "active",
            "bestFor": null,
            "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3",
            "version": 1,
            "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65",
            "description": "The first ten seconds. Build it deliberately.",
            "familyLabel": "slide-recipe",
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "designer",
          "layer": "slide",
          "agents": [
            "designer"
          ],
          "matchId": "b37335c5-25ce-4813-a064-c0a8d811c4b3",
          "evidence": "The Global Lighthouse Network Playbook for Responsible Industry Transformation",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:23:21.455022+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 1,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 4,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 1,
          "name": "Situation & Context",
          "beatId": "b535d14a-2b02-435e-affb-5f9fed0116b0",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's preface, executive summary, and case studies provide context and background information.",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "thumbSrc": "https://imgproxy.kitesheet.com/mDI9AKNtsoea-JcGzsXRmtKZ6IRVz3dgNTaOjM49Fpg/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy84YjdlNGEwNGRmZGQ1OGM3L3AwMDEuanBn",
      "imagePathAlt": "https://imgproxy.kitesheet.com/z_GCH6hkMS1JVzkZES7mpCXwYRZF-FpverE4e_lB4JE/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy84YjdlNGEwNGRmZGQ1OGM3L3AwMDEucG5n",
      "thumbSrcAlt": "https://imgproxy.kitesheet.com/C-d0J3S2BJ46TFTVMbf8M1lvBvcn5EC9tLvoGigssMM/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy84YjdlNGEwNGRmZGQ1OGM3L3AwMDEucG5n"
    },
    {
      "page": 2,
      "type": "setup",
      "function": "front_matter",
      "rawType": "table_of_contents",
      "block": null,
      "metadata": {
        "slideType": "table_of_contents",
        "slideTypeCanon": {
          "name": "Table of contents",
          "slug": "table_of_contents",
          "status": "active",
          "canonId": "019de52d-0643-721b-9b85-69676bb85cf8",
          "version": 1,
          "description": null
        },
        "function": "front_matter",
        "functionCanon": {
          "name": "Front matter",
          "slug": "front_matter",
          "status": "active",
          "canonId": "019de52d-133d-73f0-9e26-201eda96b098",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 38,
        "componentCount": 3,
        "textChars": 1066,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "numbered_list",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:36.967+00",
          "seconds": 2.388,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/2",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-2",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.15,
            "w": 0.35,
            "x": 0.239,
            "y": 0.714
          },
          "kind": "disclaimer",
          "text": "Disclaimer: This document is published by the World Economic Forum as a contribution to a project, insight area or interaction. The findings, interpretations and conclusions expressed herein are a result of a collaborative process facilitated and endorsed by the World Economic Forum but whose results do not necessarily represent the views of the World Economic Forum, nor the entirety of its Members, Partners or other stakeholders. © 2022 World Economic Forum. All rights reserved.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:36.967+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d1b7f6c7-7380-42f2-8967-beb30bb18ce6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.365,
            "w": 0.522,
            "x": 0.239,
            "y": 0.141
          },
          "kind": "list",
          "text": "Preface 3\nExecutive summary 4\n1 103 Fourth Industrial Revolution front-runners are showing what is possible 5\n1.1 A growing network focused on the future 6\n1.2 Increasing network diversity and proven value capture 7\n2 Proven approaches have endured powerful storms 13\n2.1 Lighthouses have scaled across production networks and value chains 15\n2.2 Six enablers lie at the core of success 16\n3 Responsible transformation at scale 20\n3.1 Sustainability 21\n3.2 Workforce engagement 22\n4 Continuing the journey and expanding the Lighthouse Playbook 25\nContributors 27\nEndnotes 28",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:36.967+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "041902ca-71a9-4239-95b7-fa35234ead2e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.0335,
            "w": 0.1555,
            "x": 0.239,
            "y": 0.0765
          },
          "kind": "title",
          "text": "Contents",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:36.967+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "efbee87e-9346-484a-a161-b5a99badb676",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 4,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 1,
          "name": "Situation & Context",
          "beatId": "b535d14a-2b02-435e-affb-5f9fed0116b0",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's preface, executive summary, and case studies provide context and background information.",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 3,
      "type": "appendix",
      "title": "Includes headshots and bios for two authors.",
      "function": "front_matter",
      "rawType": "other",
      "block": null,
      "metadata": {
        "slideType": "other",
        "slideTypeCanon": {
          "name": "Other (fallback)",
          "slug": "other",
          "status": "active",
          "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43",
          "version": 1,
          "description": null
        },
        "function": "front_matter",
        "functionCanon": {
          "name": "Front matter",
          "slug": "front_matter",
          "status": "active",
          "canonId": "019de52d-133d-73f0-9e26-201eda96b098",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 41,
        "componentCount": 6,
        "textChars": 338,
        "nDataPoints": 1,
        "notes": "Includes headshots and bios for two authors.",
        "elementsJson": [
          "headshot",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:37.683+00",
          "seconds": 2.731,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/3",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-3",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Lighthouses continue to illuminate the way forward into a future of responsible manufacturing.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:45+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b229-ebbd1d035505",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.12,
            "x": 0.601,
            "y": 0.184
          },
          "kind": "image",
          "text": "Enno de Boer",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Headshot",
              "slug": "headshot",
              "status": "active",
              "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:37.683+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c5f7c9e0-acbf-42c8-8716-16db5c1d2523",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.12,
            "x": 0.238,
            "y": 0.184
          },
          "kind": "image",
          "text": "Francisco Betti",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Headshot",
              "slug": "headshot",
              "status": "active",
              "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:37.683+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cdf6c896-4130-4694-801c-044682d41e76",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.33,
            "x": 0.238,
            "y": 0.324
          },
          "kind": "paragraph",
          "text": "In the current geopolitical context, local manufacturing and supply chain resilience are becoming increasingly important...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:37.683+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9f07f176-bf76-4d41-bc1d-6ec73917af81",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.33,
            "x": 0.601,
            "y": 0.324
          },
          "kind": "paragraph",
          "text": "Those strains have radically changed everyday experiences, including how people work...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:37.683+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cfa03f2f-50d8-41ce-a670-357a0064f164",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.238,
            "x": 0.238,
            "y": 0.112
          },
          "kind": "title",
          "text": "Preface",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:37.683+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fcd82cd4-b763-4ba3-92dc-b43edaef8a47",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 4,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 1,
          "name": "Situation & Context",
          "beatId": "b535d14a-2b02-435e-affb-5f9fed0116b0",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's preface, executive summary, and case studies provide context and background information.",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 4,
      "type": "setup",
      "function": "summarize",
      "rawType": "executive_summary",
      "block": null,
      "metadata": {
        "slideType": "executive_summary",
        "slideTypeCanon": {
          "name": "Executive summary",
          "slug": "executive_summary",
          "status": "active",
          "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 85,
        "componentCount": 9,
        "textChars": 1504,
        "nDataPoints": 2,
        "notes": null,
        "elementsJson": [
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:38.889+00",
          "seconds": 3.749,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/4",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-4",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.013,
            "w": 0.395,
            "x": 0.465,
            "y": 0.961
          },
          "kind": "disclaimer",
          "text": "The Global Lighthouse Network Playbook for Responsible Industry Transformation 4",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.889+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3ef5565c-7410-41a0-bd4d-4cd7627c17e0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.153,
            "w": 0.265,
            "x": 0.595,
            "y": 0.257
          },
          "kind": "paragraph",
          "text": "Genuine workforce engagement emerges when companies create communities of committed people who believe in what they are doing. Lighthouses foster this through the pursuit of learning and development.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.889+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0f9fa8c3-1017-4506-9e2e-a2b8e0d60a62",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.113,
            "w": 0.265,
            "x": 0.238,
            "y": 0.42
          },
          "kind": "paragraph",
          "text": "The lessons of the Lighthouse Playbook were already emerging before the pandemic. The first is that two modes of successful scaling exist across production sites and along value chains.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.889+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1f616df3-53da-4522-bd51-6f9abe51b40a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.113,
            "w": 0.265,
            "x": 0.238,
            "y": 0.297
          },
          "kind": "paragraph",
          "text": "New Lighthouses have confirmed the lessons of early sites while offering more detail about what works; and this confirmation grows stronger as the network diversifies while proving value capture across key performance indicators.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.889+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "213ede27-f72c-4d20-ba58-41c95a8cb667",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.241,
            "w": 0.265,
            "x": 0.595,
            "y": 0.133
          },
          "kind": "paragraph",
          "text": "Pandemic challenges and climate imperatives have boosted environmental, social and governance (ESG) concerns, putting a focus on environmental sustainability and workforce engagement.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.889+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b557ab13-0137-4a8c-94df-1f64466f0e3c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.113,
            "w": 0.265,
            "x": 0.595,
            "y": 0.41
          },
          "kind": "paragraph",
          "text": "Fourth Industrial Revolution technologies have accelerated this engagement in various ways, such as by reducing repetitive tasks and involving workers in higher-level tasks, including creative problem-solving.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.889+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b6f26de5-76e5-47fd-bf05-d13c507ad880",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.113,
            "w": 0.265,
            "x": 0.595,
            "y": 0.523
          },
          "kind": "paragraph",
          "text": "The Lighthouse Playbook calls for responsible scaling that prioritizes the planet and people. This dual challenge means aiming at genuine workforce engagement while focusing on environmental stewardship.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.889+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bc438a93-896f-41f1-95b1-b012716d5f4a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.283,
            "w": 0.265,
            "x": 0.238,
            "y": 0.133
          },
          "kind": "paragraph",
          "text": "The Global Lighthouse Network, which has grown from 16 to 103 sites since 2018, offers insight, guidance and inspiration for a world facing numerous challenges, including recent geopolitical turmoil.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.889+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e82c76c4-d082-49eb-8f99-ecd34a5abfff",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.055,
            "w": 0.415,
            "x": 0.238,
            "y": 0.033
          },
          "kind": "title",
          "text": "Executive summary",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.889+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8756913b-a433-4523-b046-470d53384041",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Executive summary",
            "slug": "executive-summary",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
            "version": 1,
            "bodyDocId": null,
            "description": "A condensed view of the entire argument on a single slide / block.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "6a62857c-ee87-42cb-9ebd-67759670df81",
          "evidence": "Executive summary",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:23:21.607027+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 4,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 1,
          "name": "Situation & Context",
          "beatId": "b535d14a-2b02-435e-affb-5f9fed0116b0",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's preface, executive summary, and case studies provide context and background information.",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 5,
      "type": "evidence",
      "title": "The slide serves as an introductory page or section divider for a case study collection.",
      "function": "illustrate_case",
      "rawType": "case_study",
      "block": null,
      "metadata": {
        "slideType": "case_study",
        "slideTypeCanon": {
          "name": "Case study",
          "slug": "case_study",
          "status": "active",
          "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 42,
        "componentCount": 4,
        "textChars": 996,
        "nDataPoints": 0,
        "notes": "The slide serves as an introductory page or section divider for a case study collection.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "photo"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:37.801+00",
          "seconds": 2.561,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/5",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-5",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.55,
            "w": 0.9,
            "x": 0.05,
            "y": 0.37
          },
          "kind": "image",
          "text": "Aerial view of an automated factory floor with robotic arms and conveyor belts.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:37.801+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6f14843f-9771-4822-b6ac-7d6a3deed686",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.5,
            "x": 0.46,
            "y": 0.96
          },
          "kind": "paragraph",
          "text": "The Global Lighthouse Network Playbook for Responsible Industry Transformation 5",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": "footer",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:37.801+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "00d16d4a-b539-4ad6-a72a-2c8616a096f4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.55,
            "x": 0.23,
            "y": 0.24
          },
          "kind": "paragraph",
          "text": "The World Economic Forum, in collaboration with McKinsey & Company, acted in 2018 to recognize, encourage and accelerate the at-scale digital transformation of manufacturing through the Global Lighthouse Network. This initiative explored how exceptional companies were demonstrating operational and financial impact through digital transformation at scale. Meanwhile, it sought to build a collaborative network willing to share insights to benefit industry, people and the Earth itself. An additional aim was to explore how manufacturers could keep people at the centre of a better future for workers. Likewise, it embraced the recognition that on a planet confronting climate change, achieving digital transformation at scale would be the key to sustainability.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:37.801+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f1eb49cd-08a9-4a67-8436-eb4b9067d3e8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.55,
            "x": 0.23,
            "y": 0.03
          },
          "kind": "title",
          "text": "103 Fourth Industrial Revolution front-runners are showing what is possible",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:37.801+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "52144fc8-3af3-450e-a44f-3629dc574b19",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 9,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Problem & Complication",
          "beatId": "be1dabcf-0587-4e09-8ea0-8cec4995e7d3",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's discussion of challenges and trends highlights the need for transformation.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 9,
          "from": 5,
          "loop": {
            "name": "11_golden_circle",
            "slug": "11-golden-circle",
            "status": "active",
            "bestFor": "Visionary leadership, brand positioning, mission statements",
            "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
            "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
            "familyLabel": null
          },
          "matchId": "eb4464b7-bbd9-469d-86f5-26e443bb65a0",
          "evidence": "The deck's use of trends and challenges to justify transformation.",
          "position": 0,
          "objective": "Why is transformation necessary?",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:10:12.658416+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 6,
      "type": "setup",
      "title": "The slide uses a world map to visualize the distribution of 103 industrial sites, with specific callouts for new additions.",
      "function": "establish_context",
      "rawType": "geographic_map",
      "block": null,
      "metadata": {
        "slideType": "geographic_map",
        "slideTypeCanon": {
          "name": "Geographic map",
          "slug": "geographic_map",
          "status": "active",
          "canonId": "019de52d-09de-7153-8845-584c1a9d0c83",
          "version": 1,
          "description": null
        },
        "function": "establish_context",
        "functionCanon": {
          "name": "Establish context",
          "slug": "establish_context",
          "status": "active",
          "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 74,
        "componentCount": 8,
        "textChars": 658,
        "nDataPoints": 103,
        "notes": "The slide uses a world map to visualize the distribution of 103 industrial sites, with specific callouts for new additions.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "callout_box",
          "map",
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:42.228+00",
          "seconds": 6.826,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/6",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-6",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "The new designation of \"Sustainability Lighthouses\" was introduced in September 2021 to recognize environmental responsibility leaders.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:46+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22a-f054887135f6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.65,
            "x": 0.18,
            "y": 0.38
          },
          "kind": "image",
          "text": "World map showing distribution of 103 Lighthouses",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Map",
              "slug": "map",
              "status": "active",
              "canonId": "019de52c-fe4d-77bd-b0a4-d72d58b9e5a4",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "map",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.228+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8b23ae0f-684f-4c6e-85f6-d70467d8e1ca",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Number of Lighthouses: 103",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:46+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22a-f777ba84a00c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.35,
            "x": 0.24,
            "y": 0.09
          },
          "kind": "paragraph",
          "text": "As the Global Lighthouse Network has grown to 103 members from just 16 sites in 2018, resilience, sustainability and workforce engagement have emerged as top priorities.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.228+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6baea5bf-b028-43e1-bb8e-cb1d2cc303de",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.35,
            "x": 0.6,
            "y": 0.09
          },
          "kind": "paragraph",
          "text": "The new designation of \"Sustainability Lighthouses\" was introduced in September 2021 to recognize environmental responsibility leaders.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.228+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f6242f09-9c2b-41e5-a47f-f38b4931fe75",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.4,
            "x": 0.06,
            "y": 0.93
          },
          "kind": "source-note",
          "text": "Source: World Economic Forum Global Lighthouse Network, 2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.228+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1dcb60dc-79a2-4103-9ae7-405f43e49fc8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.88,
            "x": 0.06,
            "y": 0.71
          },
          "kind": "table",
          "text": "List of 13 new Lighthouses with locations",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.228+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "922efce0-cc40-4592-ade2-3debe62ba576",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.6,
            "x": 0.18,
            "y": 0.03
          },
          "kind": "title",
          "text": "1.1 A growing network focused on the future",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.228+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "92065b8e-7c8e-4df9-86f2-ec520abbbd28",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 9,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Problem & Complication",
          "beatId": "be1dabcf-0587-4e09-8ea0-8cec4995e7d3",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's discussion of challenges and trends highlights the need for transformation.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 9,
          "from": 5,
          "loop": {
            "name": "11_golden_circle",
            "slug": "11-golden-circle",
            "status": "active",
            "bestFor": "Visionary leadership, brand positioning, mission statements",
            "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
            "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
            "familyLabel": null
          },
          "matchId": "eb4464b7-bbd9-469d-86f5-26e443bb65a0",
          "evidence": "The deck's use of trends and challenges to justify transformation.",
          "position": 0,
          "objective": "Why is transformation necessary?",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:10:12.658416+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 7,
      "type": "analysis",
      "title": "The slide lists specific companies and their industry/location as examples of the network's diversity.",
      "function": "illustrate_case",
      "rawType": "market_landscape",
      "block": null,
      "metadata": {
        "slideType": "market_landscape",
        "slideTypeCanon": {
          "name": "Market landscape",
          "slug": "market_landscape",
          "status": "active",
          "canonId": "019de52d-0b6d-75db-a946-9ac362e3afc2",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 60,
        "componentCount": 7,
        "textChars": 750,
        "nDataPoints": 0,
        "notes": "The slide lists specific companies and their industry/location as examples of the network's diversity.",
        "elementsJson": [
          "photo",
          "headline_text",
          "paragraph",
          "icon_grid"
        ],
        "confidence": 0.9,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:38.709+00",
          "seconds": 3.168,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/7",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-7",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Part of what makes the Global Lighthouse Network unique is that it is not centred on any one type of manufacturing.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:45+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22a-3f6612b5cef2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.36,
            "w": 0.9,
            "x": 0.05,
            "y": 0.03
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Photo",
              "slug": "photo",
              "status": "active",
              "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "photo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.709+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b2b1f584-0997-4334-b126-02fa54cbed44",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.3,
            "x": 0.06,
            "y": 0.62
          },
          "kind": "list",
          "text": "Consumer packaged goods",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.709+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0015c72a-8b86-4079-b2b4-d051759bf6cb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.3,
            "x": 0.06,
            "y": 0.79
          },
          "kind": "list",
          "text": "Process industries",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.709+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "776c7c34-7466-426f-b63d-b3b602c7cb62",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.7,
            "x": 0.24,
            "y": 0.47
          },
          "kind": "paragraph",
          "text": "Part of what makes the Global Lighthouse Network unique is that it is not centred on any one type of manufacturing. Rather, the shared knowledge and experiences play out in the manufacture of diverse products ranging from the cutting-edge microchips powering digital devices to the cars people drive and the batteries and fuels powering them to the pharmaceuticals that help keep people healthy and the detergent used for washing clothes.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.709+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "191a2300-c0fa-4f66-b58d-db1f4b3395a2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.8,
            "x": 0.12,
            "y": 0.56
          },
          "kind": "source-note",
          "text": "FIGURE 2 The Global Lighthouse Network is growing in size and diversity across all industry sectors",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.709+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "17573569-ed29-4c5c-a2e1-05e73f0839d9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.65,
            "x": 0.17,
            "y": 0.39
          },
          "kind": "title",
          "text": "1.2 Increasing network diversity and proven value capture",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.709+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f45f76ec-af0b-43be-833e-64ad139dbd6e",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 9,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Problem & Complication",
          "beatId": "be1dabcf-0587-4e09-8ea0-8cec4995e7d3",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's discussion of challenges and trends highlights the need for transformation.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 9,
          "from": 5,
          "loop": {
            "name": "11_golden_circle",
            "slug": "11-golden-circle",
            "status": "active",
            "bestFor": "Visionary leadership, brand positioning, mission statements",
            "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
            "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
            "familyLabel": null
          },
          "matchId": "eb4464b7-bbd9-469d-86f5-26e443bb65a0",
          "evidence": "The deck's use of trends and challenges to justify transformation.",
          "position": 0,
          "objective": "Why is transformation necessary?",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:10:12.658416+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 8,
      "type": "setup",
      "title": "The slide is a continuation of a list, presented as a directory of companies.",
      "function": "summarize",
      "rawType": "appendix_data",
      "block": null,
      "metadata": {
        "slideType": "appendix_data",
        "slideTypeCanon": {
          "name": "Appendix data",
          "slug": "appendix_data",
          "status": "active",
          "canonId": "019de52d-078a-745b-9ee4-c15f2f539acd",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 26,
        "componentCount": 5,
        "textChars": 264,
        "nDataPoints": 0,
        "notes": "The slide is a continuation of a list, presented as a directory of companies.",
        "elementsJson": [
          "icon_grid",
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:40.896+00",
          "seconds": 5.296,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/8",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-8",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.24,
            "w": 1,
            "x": 0,
            "y": 0.76
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.896+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ea398410-9b99-4000-90a5-517899dc9167",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.42,
            "w": 0.88,
            "x": 0.06,
            "y": 0.1
          },
          "kind": "list",
          "text": "Advanced industries list of companies",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.896+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0e53cf38-6259-44f0-8c46-6968f276a99f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.88,
            "x": 0.06,
            "y": 0.55
          },
          "kind": "list",
          "text": "Pharmaceuticals and medical products list of companies",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.896+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9fcd15d5-4438-4b04-9c18-dec6b8c6bfdd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.4,
            "x": 0.06,
            "y": 0.73
          },
          "kind": "source-note",
          "text": "Source: World Economic Forum Global Lighthouse Network, 2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.896+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "393b4288-c4b9-4fd5-939c-62e99ebd3aff",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.76,
            "x": 0.12,
            "y": 0.03
          },
          "kind": "title",
          "text": "FIGURE 2 | The Global Lighthouse Network is growing in size and diversity across all industry sectors (continued)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.896+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "04aa2c3c-54fa-4587-8d8d-a168c6ad51bb",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 9,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Problem & Complication",
          "beatId": "be1dabcf-0587-4e09-8ea0-8cec4995e7d3",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's discussion of challenges and trends highlights the need for transformation.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 9,
          "from": 5,
          "loop": {
            "name": "11_golden_circle",
            "slug": "11-golden-circle",
            "status": "active",
            "bestFor": "Visionary leadership, brand positioning, mission statements",
            "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
            "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
            "familyLabel": null
          },
          "matchId": "eb4464b7-bbd9-469d-86f5-26e443bb65a0",
          "evidence": "The deck's use of trends and challenges to justify transformation.",
          "position": 0,
          "objective": "Why is transformation necessary?",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:10:12.658416+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 9,
      "type": "analysis",
      "title": "The table uses upward and downward triangles to indicate whether the metric is an improvement (e.g., increase in productivity vs. decrease in downtime).",
      "function": "illustrate_case",
      "rawType": "data_table",
      "block": null,
      "metadata": {
        "slideType": "data_table",
        "slideTypeCanon": {
          "name": "Data table",
          "slug": "data_table",
          "status": "active",
          "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 29,
        "componentCount": 4,
        "textChars": 295,
        "nDataPoints": 35,
        "notes": "The table uses upward and downward triangles to indicate whether the metric is an improvement (e.g., increase in productivity vs. decrease in downtime).",
        "elementsJson": [
          "data_table",
          "headline_text"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:42.86+00",
          "seconds": 6.891,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/9",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-9",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.02,
            "w": 0.49,
            "x": 0.46,
            "y": 0.96
          },
          "kind": "disclaimer",
          "text": "The Global Lighthouse Network Playbook for Responsible Industry Transformation 9",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.86+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7b683691-72d2-489d-aa7f-f3e105302391",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Operational efficiency improvement: 99.9%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:45+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b229-ff8b2575ac91",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.85,
            "w": 0.9,
            "x": 0.05,
            "y": 0.08
          },
          "kind": "table",
          "text": "Table containing columns: Site, Change story, Top 5 use cases, and Impact (with directional arrows and percentages).",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.86+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0fe6afc7-30e3-4942-8abb-8d72c2620f25",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.5,
            "x": 0.125,
            "y": 0.03
          },
          "kind": "title",
          "text": "FIGURE 3 | The Lighthouses show a variety of new use cases",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.86+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2dbd60af-df79-480e-8f78-310d8d77a887",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Data-Ink Ratio",
            "slug": "data-ink-ratio",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-afc8-70da-b378-92834d36fde6",
            "version": 1,
            "bodyDocId": null,
            "description": "Maximize data, minimize non-data ink - remove chartjunk and decoration",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "66ac6685-e057-4231-a03f-61b89b06d4f8",
          "evidence": "Table containing columns: Site, Change story, Top 5 use cases, and Impact (with directional arrows and percentages).",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:23:35.012663+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 9,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Problem & Complication",
          "beatId": "be1dabcf-0587-4e09-8ea0-8cec4995e7d3",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's discussion of challenges and trends highlights the need for transformation.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 9,
          "from": 5,
          "loop": {
            "name": "11_golden_circle",
            "slug": "11-golden-circle",
            "status": "active",
            "bestFor": "Visionary leadership, brand positioning, mission statements",
            "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
            "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
            "familyLabel": null
          },
          "matchId": "eb4464b7-bbd9-469d-86f5-26e443bb65a0",
          "evidence": "The deck's use of trends and challenges to justify transformation.",
          "position": 0,
          "objective": "Why is transformation necessary?",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:10:12.658416+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 10,
      "type": "analysis",
      "title": "The table lists site names, descriptive change stories, specific use cases, directional impact indicators, and percentage/monetary impact metrics.",
      "function": "cite_precedent",
      "rawType": "data_table",
      "block": null,
      "metadata": {
        "slideType": "data_table",
        "slideTypeCanon": {
          "name": "Data table",
          "slug": "data_table",
          "status": "active",
          "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8",
          "version": 1,
          "description": null
        },
        "function": "cite_precedent",
        "functionCanon": {
          "name": "Cite precedent",
          "slug": "cite_precedent",
          "status": "active",
          "canonId": "019de52d-142b-714b-86d4-58aad7b568ec",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 26,
        "componentCount": 4,
        "textChars": 215,
        "nDataPoints": 35,
        "notes": "The table lists site names, descriptive change stories, specific use cases, directional impact indicators, and percentage/monetary impact metrics.",
        "elementsJson": [
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:38.48+00",
          "seconds": 2.225,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/10",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-10",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.02,
            "w": 0.2,
            "x": 0.06,
            "y": 0.81
          },
          "kind": "disclaimer",
          "text": "1 Active pharmaceutical ingredient",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.48+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e1af83fb-a472-49ca-896b-9ebf0516b406",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Operational impact",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:46+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22a-56a8031bae75",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.88,
            "w": 0.88,
            "x": 0.06,
            "y": 0.07
          },
          "kind": "table",
          "text": "Table containing site, change story, use cases, and impact metrics for Asia and Europe sites.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.48+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5537d17f-14f9-4587-a426-9bc414bb9527",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.6,
            "x": 0.12,
            "y": 0.03
          },
          "kind": "title",
          "text": "FIGURE 3 | The Lighthouses show a variety of new use cases (continued)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.48+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "15210361-845e-4b9a-a8eb-d0b17b357cf5",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Data-Ink Ratio",
            "slug": "data-ink-ratio",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-afc8-70da-b378-92834d36fde6",
            "version": 1,
            "bodyDocId": null,
            "description": "Maximize data, minimize non-data ink - remove chartjunk and decoration",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "14e6ee42-483c-4472-9469-482c5e0e8afc",
          "evidence": "Table containing site, change story, use cases, and impact metrics for Asia and Europe sites.",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:23:35.091078+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 14,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 10,
          "name": "Evidence & Proof",
          "beatId": "22d8a768-f3ae-4360-90d0-03acaa307764",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's use of data tables and case studies provides evidence of the approach's effectiveness.",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 11,
      "type": "evidence",
      "title": "The slide uses a table format to present qualitative 'change stories' alongside quantitative impact metrics for specific industrial use cases.",
      "function": "illustrate_case",
      "rawType": "case_study",
      "block": null,
      "metadata": {
        "slideType": "case_study",
        "slideTypeCanon": {
          "name": "Case study",
          "slug": "case_study",
          "status": "active",
          "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 36,
        "componentCount": 5,
        "textChars": 350,
        "nDataPoints": 6,
        "notes": "The slide uses a table format to present qualitative 'change stories' alongside quantitative impact metrics for specific industrial use cases.",
        "elementsJson": [
          "headline_text",
          "data_table",
          "photo"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:38.984+00",
          "seconds": 2.718,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/11",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-11",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.43,
            "w": 0.9,
            "x": 0.05,
            "y": 0.51
          },
          "kind": "image",
          "text": "Industrial manufacturing line photo",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Photo",
              "slug": "photo",
              "status": "active",
              "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "photo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.984+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "87e6d306-721a-4944-8307-7102377bedd5",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Sustainability impact percentage: 45.6%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:46+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22a-a1c390a1a047",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.49,
            "x": 0.46,
            "y": 0.96
          },
          "kind": "paragraph",
          "text": "The Global Lighthouse Network Playbook for Responsible Industry Transformation 11",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.984+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a802e7bf-00cc-4256-b5ef-b0e0f11f13a2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.9,
            "x": 0.05,
            "y": 0.07
          },
          "kind": "table",
          "text": "Table containing Site, Change story, Top 2 use cases, and Impact metrics for three companies.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.984+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "52e92d45-2594-4455-b472-68328224a694",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.76,
            "x": 0.12,
            "y": 0.03
          },
          "kind": "title",
          "text": "FIGURE 4 | Sustainability Lighthouses show Fourth Industrial Revolution- enabled sustainability impact",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:38.984+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9470d7bc-c0c3-4bbc-9b8a-a3a10ee7387b",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Data Story Arc",
            "slug": "data-story-arc",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a",
            "version": 1,
            "bodyDocId": null,
            "description": "Context → Conflict → Insight → Implication structure for data narratives",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "981f1925-4849-4eaf-9482-b186006c2ffe",
          "evidence": "Table containing Site, Change story, Top 2 use cases, and Impact metrics for three companies.",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:23:35.169789+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 11,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 14,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 10,
          "name": "Evidence & Proof",
          "beatId": "22d8a768-f3ae-4360-90d0-03acaa307764",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's use of data tables and case studies provides evidence of the approach's effectiveness.",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 12,
      "type": "analysis",
      "title": "The chart uses colored diamonds to represent different types of impact (Sustainability, Factory, End-to-end) across a range of percentage improvements.",
      "function": "quantify_impact",
      "rawType": "data_table",
      "block": null,
      "metadata": {
        "slideType": "data_table",
        "slideTypeCanon": {
          "name": "Data table",
          "slug": "data_table",
          "status": "active",
          "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8",
          "version": 1,
          "description": null
        },
        "function": "quantify_impact",
        "functionCanon": {
          "name": "Quantify impact",
          "slug": "quantify_impact",
          "status": "active",
          "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 82,
        "componentCount": 8,
        "textChars": 1135,
        "nDataPoints": 48,
        "notes": "The chart uses colored diamonds to represent different types of impact (Sustainability, Factory, End-to-end) across a range of percentage improvements.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:42.305+00",
          "seconds": 5.861,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/12",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-12",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Lighthouses are proving that their digital journeys bring unprecedented efficiency and effectiveness.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:46+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22b-11abfb4e5ba3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.88,
            "x": 0.06,
            "y": 0.26
          },
          "kind": "chart",
          "text": "Impact range observed for various KPIs",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Dot plot",
              "slug": "dot",
              "status": "active",
              "canonId": "019de52d-0235-738b-bd2b-78f8e24d7cb0",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "dot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.305+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d1221148-7582-4537-831f-1bfa5991dbb4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.25,
            "x": 0.37,
            "y": 0.78
          },
          "kind": "legend",
          "text": "Sustainability, Factory, End-to-end",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Legend",
              "slug": "legend",
              "status": "active",
              "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c",
              "version": 1,
              "description": "Color/symbol decoder placed adjacent to a chart or diagram."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.305+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4319d37b-5c2b-41ed-90e9-42ef0da7a830",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "KPI improvements",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:46+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22b-15d117a6ef68",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.3,
            "x": 0.24,
            "y": 0.07
          },
          "kind": "paragraph",
          "text": "The diverse network now makes an even more compelling case for how successful Fourth Industrial Revolution transformation creates and captures value across a holistic set of key performance indicators (KPIs) covering sustainability, productivity, agility, speed to market and customization. Lighthouses are proving that their digital journeys bring unprecedented efficiency and effectiveness.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.305+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2fb7e8cf-3d2f-4f30-9b42-bd4406696f20",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.3,
            "x": 0.59,
            "y": 0.07
          },
          "kind": "paragraph",
          "text": "These sites and value chains are experiencing improvements in resource usage, emissions, cost reduction, productivity, speed to market, lot size reduction and on-time delivery, just to name a few. And, as the September 2021 impact paper¹ reveals, the resulting eco-efficiency couples environmental responsibility with the achievement of business goals.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.305+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "772a3a5c-4345-4e96-9c13-e5a8f88caa76",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.5,
            "x": 0.06,
            "y": 0.85
          },
          "kind": "source-note",
          "text": "*Overall equipment effectiveness. Note: The dots represent the impact level of a given lighthouse against a specific KPI. Source: World Economic Forum Global Lighthouse Network 2022",
          "attrs": {
            "numbered": true
          },
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.305+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "75566aca-92c6-4e69-8c37-e60655f68ce2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.2,
            "x": 0.24,
            "y": 0.03
          },
          "kind": "title",
          "text": "Proven value capture",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.305+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0a8bc294-9b9d-429f-a196-e93a8bc9fa21",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Waterfall chart",
            "slug": "waterfall-chart",
            "status": "active",
            "bestFor": null,
            "canonId": "e2799da3-725f-44a9-a093-570f1f388e64",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "996ea81a-b30c-4bfc-b7ef-e3de533e470b",
          "evidence": "Impact range observed for various KPIs",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 21:23:35.250189+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 12,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 14,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 10,
          "name": "Evidence & Proof",
          "beatId": "22d8a768-f3ae-4360-90d0-03acaa307764",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's use of data tables and case studies provides evidence of the approach's effectiveness.",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 13,
      "type": "resolution",
      "title": "The slide presents a list of six key enablers, each illustrated with an icon/diagram.",
      "function": "present_framework",
      "rawType": "key_takeaways",
      "block": null,
      "metadata": {
        "slideType": "key_takeaways",
        "slideTypeCanon": {
          "name": "Key takeaways",
          "slug": "key_takeaways",
          "status": "active",
          "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d",
          "version": 1,
          "description": null
        },
        "function": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 85,
        "componentCount": 12,
        "textChars": 1377,
        "nDataPoints": 0,
        "notes": "The slide presents a list of six key enablers, each illustrated with an icon/diagram.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "icon_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:40.728+00",
          "seconds": 4.262,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/13",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-13",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "The Lighthouses revealed six core enablers as key to a successful Fourth Industrial Revolution transformation.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:47+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22b-31c5e9128aed",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.22,
            "w": 0.28,
            "x": 0.35,
            "y": 0.72
          },
          "kind": "image",
          "text": "Technology ecosystem icon",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.728+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "34ec5358-c255-4678-ac56-d4373d446ccf",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.22,
            "w": 0.28,
            "x": 0.65,
            "y": 0.45
          },
          "kind": "image",
          "text": "IIoT stack icon",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.728+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3c1683b2-6541-4cae-afdc-747900e6e35b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.22,
            "w": 0.28,
            "x": 0.35,
            "y": 0.45
          },
          "kind": "image",
          "text": "Agile digital studio icon",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.728+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4a302a22-f2e5-4c40-aec8-aa8954b72184",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.22,
            "w": 0.28,
            "x": 0.05,
            "y": 0.45
          },
          "kind": "image",
          "text": "Agile approach icon",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.728+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "682ad2f5-8f77-4907-bda8-4892ec496245",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.22,
            "w": 0.28,
            "x": 0.65,
            "y": 0.72
          },
          "kind": "image",
          "text": "Transformation office icon",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.728+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "eb802743-ddcc-4029-bc5d-b0fe57a3eb65",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.22,
            "w": 0.28,
            "x": 0.05,
            "y": 0.72
          },
          "kind": "image",
          "text": "IIoT academy icon",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.728+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f824bc62-17a5-440f-aa38-fc8d2638ecb7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.16,
            "w": 0.35,
            "x": 0.59,
            "y": 0.22
          },
          "kind": "paragraph",
          "text": "Despite the disruptive changes since COVID-19 emerged - and perhaps even more so because of it - these elements have continued to prove essential. The growing network has reconfirmed these initial insights while detailing how they contribute to business impact and responsible, sustainable growth. Two of the six core enablers - an agile approach and a transformation office - have proven particularly effective.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.728+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c71516e4-1b9e-4952-a075-13e3f468b4fb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.16,
            "w": 0.35,
            "x": 0.23,
            "y": 0.22
          },
          "kind": "paragraph",
          "text": "The lessons leading to this Lighthouse Playbook were already materializing before the pandemic. First, two modes of scaling emerged - across production sites vs. along value chains - together with a comprehensive set of KPIs measuring impact. Second, Lighthouses revealed six core enablers as key to a successful Fourth Industrial Revolution transformation: an agile approach, agile digital studio, industrial internet of things (IIoT) stack, IIoT academy, technology ecosystem and transformation office.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.728+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fe157ac2-04cc-4146-b14b-64335f4c369b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.4,
            "x": 0.05,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: World Economic Forum Global Lighthouse Network, 2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.728+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6df21418-a897-41d5-9752-155d57435c0d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.75,
            "x": 0.12,
            "y": 0.38
          },
          "kind": "source-note",
          "text": "FIGURE 6 The Lighthouses revealed six core enablers as key to a successful Fourth Industrial Revolution transformation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.728+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "737e0f06-c31d-4d7e-83d1-5b2875a3e26b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.55,
            "x": 0.23,
            "y": 0.03
          },
          "kind": "title",
          "text": "Proven approaches have endured powerful storms",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.728+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1fae7cb2-787e-486c-9947-e51432909179",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "List presentation",
            "slug": "list-presentation",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
            "version": 1,
            "bodyDocId": null,
            "description": "Bulleted, numbered, or checklist enumerations.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "d4356d4a-7198-448d-a7bd-8c186dd3bf8c",
          "evidence": "list/numbered: 1. An Agile approach... 2. An Agile digital studio... 3. An IIoT stack... 4. An IIoT academy... 5. The technology ecosystem... 6. The transformation office...",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:23:35.328507+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 14,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 10,
          "name": "Evidence & Proof",
          "beatId": "22d8a768-f3ae-4360-90d0-03acaa307764",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's use of data tables and case studies provides evidence of the approach's effectiveness.",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 14,
      "type": "analysis",
      "title": "The chart uses a nested donut structure to show industry totals (outer ring) and regional breakdowns (inner ring).",
      "function": "analyze_data",
      "rawType": "industry_trends",
      "block": null,
      "metadata": {
        "slideType": "industry_trends",
        "slideTypeCanon": {
          "name": "Industry trends",
          "slug": "industry_trends",
          "status": "active",
          "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 69,
        "componentCount": 7,
        "textChars": 832,
        "nDataPoints": 12,
        "notes": "The chart uses a nested donut structure to show industry totals (outer ring) and regional breakdowns (inner ring).",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "donut_chart",
          "icon_grid",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:39.121+00",
          "seconds": 2.628,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/14",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-14",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "The trends of today are the standards of tomorrow.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:47+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22b-6b75ef4a4a25",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.5,
            "x": 0.25,
            "y": 0.35
          },
          "kind": "chart",
          "text": "Number of lighthouses in the Global Lighthouse Network by industry and region",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Donut chart",
              "slug": "donut",
              "status": "active",
              "canonId": "019de52d-0006-752c-9528-0fef476b8004",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "donut",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.121+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "497640d2-b84b-4c18-8df3-d467ef42f35d",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Number of lighthouses: 103",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:47+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22b-6cfabea2c726",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.24,
            "y": 0.08
          },
          "kind": "paragraph",
          "text": "When it comes to Fourth Industrial Revolution transformation at scale, there is no silver bullet; no universal prescription; no one absolutely correct course. But Lighthouses have a proven set of commonalities manufacturers can look to as they chart their courses; indeed, the trends of Lighthouses today will become the standards of tomorrow. They excel at illuminating the path ahead, offering a unique playbook for the future of scaling through responsible production, prioritizing productivity, sustainability and people.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.121+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8b6aa580-bd74-4bef-926b-bd54f9d8ebd4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.3,
            "x": 0.06,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: World Economic Forum Global Lighthouse Network, 2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.121+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e36c262a-5410-4d62-b946-dfc13ac201bc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.4,
            "x": 0.24,
            "y": 0.18
          },
          "kind": "title",
          "text": "The trends of today are the standards of tomorrow",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.121+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3706117e-3bf9-431f-9ae9-9c638e55b864",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.5,
            "x": 0.24,
            "y": 0.04
          },
          "kind": "title",
          "text": "Lighthouses help companies set a smart course",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.121+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bf561a6e-64ff-4787-ba3e-0471088e440d",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "2x2 matrix",
            "slug": "matrix-2x2",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8",
            "version": 1,
            "bodyDocId": null,
            "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "7a30f096-f32c-4182-b7fb-35973649690d",
          "evidence": "chart/donut: Number of lighthouses in the Global Lighthouse Network by industry and region",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-16 21:23:35.406614+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 14,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 14,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 10,
          "name": "Evidence & Proof",
          "beatId": "22d8a768-f3ae-4360-90d0-03acaa307764",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's use of data tables and case studies provides evidence of the approach's effectiveness.",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 15,
      "type": "evidence",
      "title": "The slide uses a value chain framework to map specific use cases to operational stages and quantifies the impact of these implementations.",
      "function": "illustrate_case",
      "rawType": "case_study",
      "block": null,
      "metadata": {
        "slideType": "case_study",
        "slideTypeCanon": {
          "name": "Case study",
          "slug": "case_study",
          "status": "active",
          "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 65,
        "componentCount": 7,
        "textChars": 711,
        "nDataPoints": 5,
        "notes": "The slide uses a value chain framework to map specific use cases to operational stages and quantifies the impact of these implementations.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "callout_box",
          "process_diagram",
          "kpi_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:39.77+00",
          "seconds": 3.263,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/15",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-15",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.88,
            "x": 0.06,
            "y": 0.4
          },
          "kind": "callout",
          "text": "Johnson & Johnson Vision Care scaled up Fourth Industrial Revolution across an end-to-end value chain to deliver personalized customer experiences",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.77+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "aa6b340f-a03d-4a6b-9c54-eb5999ef8ef9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.22,
            "w": 0.88,
            "x": 0.06,
            "y": 0.47
          },
          "kind": "diagram",
          "text": "End-to-end value chain diagram showing Demand, Order, Fulfilment, Order status, Payment, Raw materials, Manufacturing, Testing, Distribution, Customer.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Diagram",
              "slug": "diagram",
              "status": "active",
              "canonId": "019de52c-f9f0-734a-81de-15382ff28c65",
              "version": 1,
              "description": "Schematic or relational diagram."
            },
            "tool": null,
            "subkind": {
              "name": "Value chain",
              "slug": "value-chain",
              "status": "active",
              "canonId": "019de52d-048a-769c-aad6-4abdde7ef317",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "value-chain",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.77+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2618e031-fa43-4ebd-a470-a29ad0a4b763",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "conversion rate increase: 40%+",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:47+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22b-4c5c6b44cef3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.68,
            "x": 0.16,
            "y": 0.09
          },
          "kind": "paragraph",
          "text": "Some Lighthouse companies scale up across their production networks... Others choose to scale up across the value chain, extending the transformation beyond production sites.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.77+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7c3c528e-94e9-403c-ada2-08ec905a23e5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.35,
            "x": 0.06,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: World Economic Forum Global Lighthouse Network, 2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.77+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bf77821f-283f-4183-b30b-11f9cfdbc88e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.22,
            "w": 0.88,
            "x": 0.06,
            "y": 0.7
          },
          "kind": "table",
          "text": "Use case types, descriptions, and impact metrics (40%+, 99%, 30%+, 10%+, <24h).",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.77+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "62e90724-ebf4-409e-b6f6-65de965e6f31",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.68,
            "x": 0.16,
            "y": 0.03
          },
          "kind": "title",
          "text": "2.1 Lighthouses have scaled across production networks and value chains",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.77+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "49597a93-4b20-42bc-b567-1ad40ea5935c",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "4373da84-0ecc-4a08-bdf6-b712964e182c",
          "evidence": "The slide explicitly maps operational stages (Demand to Customer) as an 'End-to-end value chain'.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 18:59:39.77+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 15,
          "frameworkName": "value-chain"
        }
      ],
      "arcBeats": [
        {
          "to": 20,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 15,
          "name": "Impact & Next Steps",
          "beatId": "844aa51d-8565-4c8c-82ad-85988e1f67a8",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's discussion of success factors and enablers highlights the approach's impact and next steps.",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 16,
      "type": "setup",
      "title": "The slide outlines a framework for digital transformation success, structured as a numbered list of strategic enablers.",
      "function": "present_framework",
      "rawType": "initiative_list",
      "block": null,
      "metadata": {
        "slideType": "initiative_list",
        "slideTypeCanon": {
          "name": "Initiative list",
          "slug": "initiative_list",
          "status": "active",
          "canonId": "019de52d-0caf-770e-9b91-b99239121f50",
          "version": 1,
          "description": null
        },
        "function": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 21,
        "componentCount": 3,
        "textChars": 403,
        "nDataPoints": 0,
        "notes": "The slide outlines a framework for digital transformation success, structured as a numbered list of strategic enablers.",
        "elementsJson": [
          "headline_text",
          "numbered_list",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:39.359+00",
          "seconds": 2.85,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/16",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-16",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.78,
            "w": 0.85,
            "x": 0.06,
            "y": 0.13
          },
          "kind": "list",
          "text": "1. An Agile approach... 2. An Agile digital studio... 3. An IIoT stack... 4. An IIoT academy... 5. The technology ecosystem... 6. The transformation office...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Numbered list",
              "slug": "numbered",
              "status": "active",
              "canonId": "019de52c-fcc0-7718-a284-a4250c805df2",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "numbered",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.359+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "03dc865b-83a0-4c22-93cb-b3e7d8fc336d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.68,
            "x": 0.23,
            "y": 0.08
          },
          "kind": "paragraph",
          "text": "Early Lighthouses revealed six core enablers as fundamental to successful Fourth Industrial Revolution scaling, the importance of which has remained consistent even as the network has more than doubled.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.359+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "87730b01-500d-4337-b097-ad73c109336a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.54,
            "x": 0.23,
            "y": 0.03
          },
          "kind": "title",
          "text": "2.2 Six enablers lie at the core of success",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.359+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "36f8297e-bf55-416d-97a2-0ce6fcb9e0f3",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "List presentation",
            "slug": "list-presentation",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
            "version": 1,
            "bodyDocId": null,
            "description": "Bulleted, numbered, or checklist enumerations.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "c7bf7dc8-803b-4eb8-8e5e-c25a4e2f23e5",
          "evidence": "list/numbered: 1. An Agile approach... 2. An Agile digital studio... 3. An IIoT stack... 4. An IIoT academy... 5. The technology ecosystem... 6. The transformation office...",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:23:35.524995+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 16,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "84912841-65fe-424a-8b75-b858975dc5ae",
          "evidence": "Numbered list of six strategic enablers",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 18:59:39.359+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 16,
          "frameworkName": "list-presentation"
        }
      ],
      "arcBeats": [
        {
          "to": 20,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 15,
          "name": "Impact & Next Steps",
          "beatId": "844aa51d-8565-4c8c-82ad-85988e1f67a8",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's discussion of success factors and enablers highlights the approach's impact and next steps.",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 20,
          "from": 16,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "49e4c271-1c63-4d3b-9094-078b5c7f6e07",
          "evidence": "The deck's breakdown of six enablers and key success factors.",
          "position": 1,
          "objective": "What are the key enablers of success?",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:10:12.694549+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 17,
      "type": "setup",
      "title": "The slide uses a high-quality stock photo of a robotic arm in a warehouse to represent Industry 4.0.",
      "function": "present_framework",
      "rawType": "key_messages",
      "block": null,
      "metadata": {
        "slideType": "key_messages",
        "slideTypeCanon": {
          "name": "Key messages",
          "slug": "key_messages",
          "status": "active",
          "canonId": "019de52d-0712-703f-89f5-bda6688faf3f",
          "version": 1,
          "description": null
        },
        "function": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 38,
        "componentCount": 5,
        "textChars": 560,
        "nDataPoints": 0,
        "notes": "The slide uses a high-quality stock photo of a robotic arm in a warehouse to represent Industry 4.0.",
        "elementsJson": [
          "photo",
          "headline_text",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:39.736+00",
          "seconds": 3.164,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/17",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-17",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.012,
            "w": 0.477,
            "x": 0.465,
            "y": 0.958
          },
          "kind": "disclaimer",
          "text": "The Global Lighthouse Network Playbook for Responsible Industry Transformation 17",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.736+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a323cf86-d916-402f-886f-5da03e1aafe8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.475,
            "w": 0.884,
            "x": 0.058,
            "y": 0.033
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Photo",
              "slug": "photo",
              "status": "active",
              "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "photo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.736+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5afdb70e-aa33-41fa-a3d8-4a3e2c312fb9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.25,
            "x": 0.512,
            "y": 0.582
          },
          "kind": "paragraph",
          "text": "Transformation office: Leadership is key because it's hard for companies to undertake any substantial change, let alone one as comprehensive as Fourth Industrial Revolution digital transformation.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.736+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "083afe23-3813-4be8-a16d-cc67a860b3b7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.25,
            "x": 0.238,
            "y": 0.582
          },
          "kind": "paragraph",
          "text": "Agile approach: Traditional models constrain projects in a triangulation of time, money and a defined scope with particular parameters. An agile approach, while retaining budget and time constraints, instead looks at a project as a set of challenges.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.736+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8f360f15-4718-422f-a3f8-0e7640767c08",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.335,
            "x": 0.238,
            "y": 0.542
          },
          "kind": "title",
          "text": "A closer look at two key enablers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.736+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d857a193-abdf-4bda-a146-f2137c4d8282",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Dual Coding Theory",
            "slug": "dual-coding-theory",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-caf9-72e1-bf80-42c11f0c1f42",
            "version": 1,
            "bodyDocId": null,
            "description": "Information encoded both verbally and visually remembered better",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "30368a65-58ed-46e5-a58f-dd21cf8a0070",
          "evidence": "paragraph/paragraph: Agile approach: Traditional models constrain projects in a triangulation of time, money and a defined scope with particular parameters. An agile approach, while retaining budget and time constraints,",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-16 21:23:35.60404+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 17,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 20,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 15,
          "name": "Impact & Next Steps",
          "beatId": "844aa51d-8565-4c8c-82ad-85988e1f67a8",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's discussion of success factors and enablers highlights the approach's impact and next steps.",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 20,
          "from": 16,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "49e4c271-1c63-4d3b-9094-078b5c7f6e07",
          "evidence": "The deck's breakdown of six enablers and key success factors.",
          "position": 1,
          "objective": "What are the key enablers of success?",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:10:12.694549+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 18,
      "type": "evidence",
      "title": "Source: World Economic Forum Global Lighthouse Network, 2022",
      "function": "illustrate_case",
      "rawType": "case_study",
      "block": null,
      "metadata": {
        "slideType": "case_study",
        "slideTypeCanon": {
          "name": "Case study",
          "slug": "case_study",
          "status": "active",
          "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 87,
        "componentCount": 13,
        "textChars": 881,
        "nDataPoints": 6,
        "notes": "Source: World Economic Forum Global Lighthouse Network, 2022",
        "elementsJson": [
          "paragraph",
          "callout_box",
          "icon_grid",
          "big_number"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:40.15+00",
          "seconds": 3.546,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/18",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-18",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.07,
            "w": 0.86,
            "x": 0.07,
            "y": 0.32
          },
          "kind": "callout",
          "text": "Petronas managed key success factors actively to drive improvements within an agile approach",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.15+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a6b98dd4-d27a-4633-ba6c-f6f12973f34b",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Petronas managed key success factors actively to drive improvements within an agile approach.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:50+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22d-538e028874fa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.86,
            "x": 0.07,
            "y": 0.41
          },
          "kind": "list",
          "text": "Workforce engagement, Iterative development, Cross functional team, Priority management",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.15+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "94e47a72-99f5-46f5-9e28-2bdf45283d0b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.12,
            "x": 0.21,
            "y": 0.77
          },
          "kind": "metric",
          "text": "130 ideas developed",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.15+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "04fd0e36-732c-447f-8b80-76c3179fdebe",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.12,
            "x": 0.49,
            "y": 0.77
          },
          "kind": "metric",
          "text": "1,000+ employees upskilled",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.15+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0fcf29b6-0710-4671-b835-797587b441d9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.12,
            "x": 0.77,
            "y": 0.77
          },
          "kind": "metric",
          "text": "5 use cases deployed",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.15+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1a79b039-6df5-4dd4-9017-17cae2ae5dfa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.12,
            "x": 0.35,
            "y": 0.77
          },
          "kind": "metric",
          "text": "7% of average working time spent for training",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.15+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b1c36875-83a3-43f6-a67a-3417e33f38a6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.12,
            "x": 0.07,
            "y": 0.77
          },
          "kind": "metric",
          "text": ">90% adoption of solution recommendation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.15+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b4c6bbc1-ff78-4ab3-af47-bf21e65f8e85",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.12,
            "x": 0.63,
            "y": 0.77
          },
          "kind": "metric",
          "text": "490 employees trained",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.15+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cb735230-3313-4ec0-b0a4-1f486aacc7c2",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "adoption of solution recommendation: >90%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:50+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22d-549c09956631",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.86,
            "x": 0.07,
            "y": 0.06
          },
          "kind": "paragraph",
          "text": "Malaysia's fully integrated oil and gas company, Petronas, is a good example of a company using an agile approach as it continues its Fourth Industrial Revolution journey...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.15+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "26d7f2f6-2610-4f40-b85a-da69df75660a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.86,
            "x": 0.07,
            "y": 0.93
          },
          "kind": "source-note",
          "text": "Notes: 1 Examples of the programmes: DEC (Digital Engineering Consultancy) and DDS (domain data scientist). *CX: Customer Experience. Source: World Economic Forum Global Lighthouse Network, 2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.15+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0506e51f-f541-4f56-a918-ea22eeb2ab08",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.25,
            "x": 0.07,
            "y": 0.03
          },
          "kind": "title",
          "text": "CASE STUDY 2 | Agile: Petronas",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.15+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7d791788-b2c4-4f26-8561-bd85c038cea1",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 20,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 15,
          "name": "Impact & Next Steps",
          "beatId": "844aa51d-8565-4c8c-82ad-85988e1f67a8",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's discussion of success factors and enablers highlights the approach's impact and next steps.",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 20,
          "from": 16,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "49e4c271-1c63-4d3b-9094-078b5c7f6e07",
          "evidence": "The deck's breakdown of six enablers and key success factors.",
          "position": 1,
          "objective": "What are the key enablers of success?",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:10:12.694549+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 19,
      "type": "evidence",
      "title": "The slide uses a hub-and-spoke diagram to illustrate the components of the transformation office.",
      "function": "illustrate_case",
      "rawType": "case_study",
      "block": null,
      "metadata": {
        "slideType": "case_study",
        "slideTypeCanon": {
          "name": "Case study",
          "slug": "case_study",
          "status": "active",
          "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 87,
        "componentCount": 13,
        "textChars": 896,
        "nDataPoints": 6,
        "notes": "The slide uses a hub-and-spoke diagram to illustrate the components of the transformation office.",
        "elementsJson": [
          "paragraph",
          "icon_grid",
          "big_number",
          "infographic"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:40.739+00",
          "seconds": 3.969,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/19",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-19",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.06,
            "w": 0.87,
            "x": 0.06,
            "y": 0.28
          },
          "kind": "callout",
          "text": "Foxconn successfully managed its lighthouse journey with a strong transformation office",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "71f1261d-2273-4e92-9671-a0fdb90e529b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.28,
            "w": 0.8,
            "x": 0.1,
            "y": 0.37
          },
          "kind": "diagram",
          "text": "Transformation office hub with four surrounding pillars: Governance model, Common language/methodology, Digital tools, Steering cadence.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Diagram",
              "slug": "diagram",
              "status": "active",
              "canonId": "019de52c-f9f0-734a-81de-15382ff28c65",
              "version": 1,
              "description": "Schematic or relational diagram."
            },
            "tool": null,
            "subkind": {
              "name": "Hub and spoke",
              "slug": "hub-spoke",
              "status": "active",
              "canonId": "019de52d-04db-73e6-81ca-a234f2f23fc1",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "hub-spoke",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dfc4a036-decb-4178-967a-94d8b6ad9e42",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.12,
            "x": 0.62,
            "y": 0.72
          },
          "kind": "metric",
          "text": "1,500+ leaders trained",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "18246513-8b30-4e25-9746-4a6ef70a85c7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.12,
            "x": 0.2,
            "y": 0.72
          },
          "kind": "metric",
          "text": "1,300+ initiative owners involved",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4e31ae69-fbdb-46d3-8a46-c4765d4228a1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.12,
            "x": 0.48,
            "y": 0.72
          },
          "kind": "metric",
          "text": "200+ talents certified in IIoT",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9b6bfcff-4742-41ed-8c15-aebe81e80970",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.12,
            "x": 0.06,
            "y": 0.72
          },
          "kind": "metric",
          "text": "4,600+ global initiatives implemented",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9f2e4e53-f2bc-45da-880b-0d3227abfed5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.12,
            "x": 0.34,
            "y": 0.72
          },
          "kind": "metric",
          "text": "22 digital use cases deployed",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c3b54e55-f609-4050-8cac-b6897a66d686",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.12,
            "x": 0.76,
            "y": 0.72
          },
          "kind": "metric",
          "text": "30+ value streams covered",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cb6e1e43-6e91-4efb-b5b0-7de7c45e76bd",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "global initiatives implemented: 4,600+",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:48+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22b-d029609ae406",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.43,
            "x": 0.06,
            "y": 0.06
          },
          "kind": "paragraph",
          "text": "As a core enabler, the transformation office drives a very clear scale-up strategy that combines and coordinates methodologies and processes to pursue prioritized objectives.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4f8743b6-26b5-4496-8337-0ec67db43d05",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.43,
            "x": 0.5,
            "y": 0.06
          },
          "kind": "paragraph",
          "text": "The office defined the roles and responsibilities for a transparent chain of command and accountability. It also provided the ideal digital tools capable of real-time data capture.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a12add23-0242-4ad5-8875-c0e31ce38524",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.3,
            "x": 0.06,
            "y": 0.87
          },
          "kind": "source-note",
          "text": "Source: World Economic Forum Global Lighthouse Network, 2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a7222fc3-b06f-482e-be17-dc802ba5f77f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.4,
            "x": 0.06,
            "y": 0.03
          },
          "kind": "title",
          "text": "CASE STUDY 3 | Transformation office: Foxconn",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "38e6ecb0-c4fa-4155-b131-b6c46f7e407c",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "43917723-8af4-44b5-a280-57d8c926bfb0",
          "evidence": "Central transformation office hub connected to four surrounding functional pillars.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 18:59:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 19,
          "frameworkName": "hub-spoke"
        }
      ],
      "arcBeats": [
        {
          "to": 20,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 15,
          "name": "Impact & Next Steps",
          "beatId": "844aa51d-8565-4c8c-82ad-85988e1f67a8",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's discussion of success factors and enablers highlights the approach's impact and next steps.",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 20,
          "from": 16,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "49e4c271-1c63-4d3b-9094-078b5c7f6e07",
          "evidence": "The deck's breakdown of six enablers and key success factors.",
          "position": 1,
          "objective": "What are the key enablers of success?",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:10:12.694549+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 20,
      "type": "setup",
      "title": "The slide uses a central illustration of a globe being tended to by people to represent 'Responsible' transformation.",
      "function": "present_framework",
      "rawType": "executive_summary",
      "block": null,
      "metadata": {
        "slideType": "executive_summary",
        "slideTypeCanon": {
          "name": "Executive summary",
          "slug": "executive_summary",
          "status": "active",
          "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e",
          "version": 1,
          "description": null
        },
        "function": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 50,
        "componentCount": 6,
        "textChars": 680,
        "nDataPoints": 0,
        "notes": "The slide uses a central illustration of a globe being tended to by people to represent 'Responsible' transformation.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "infographic",
          "footnote"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:39.334+00",
          "seconds": 2.55,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/20",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-20",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "The Lighthouses have proved that impact from the Fourth Industrial Revolution is responsible by tackling ESG elements, including sustainability and workforce engagement.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:48+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22b-fab9551d8d47",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.88,
            "x": 0.06,
            "y": 0.46
          },
          "kind": "diagram",
          "text": "Overview of the ESG components",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Diagram",
              "slug": "diagram",
              "status": "active",
              "canonId": "019de52c-f9f0-734a-81de-15382ff28c65",
              "version": 1,
              "description": "Schematic or relational diagram."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": "other",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.334+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d8b9074d-be04-42c0-9236-0a0f64e6a5da",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.6,
            "x": 0.23,
            "y": 0.16
          },
          "kind": "paragraph",
          "text": "Undoubtedly, the world has changed drastically in the past two years. These challenges, along with ambitious climate goals, have boosted the prominence of environmental, social and governance (ESG) concerns...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.334+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "55d722d0-48b4-4219-a121-6eb8f61b5b89",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.8,
            "x": 0.12,
            "y": 0.38
          },
          "kind": "source-note",
          "text": "FIGURE 8 The Lighthouses have proved that impact from the Fourth Industrial Revolution is responsible by tackling ESG elements, including sustainability and workforce engagement",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.334+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8a8751f9-101c-41e8-8a86-c9931bb97334",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.4,
            "x": 0.06,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: World Economic Forum Global Lighthouse Network, 2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.334+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f07d6dda-22f8-4d01-ab47-5a52a309365a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.6,
            "x": 0.23,
            "y": 0.03
          },
          "kind": "title",
          "text": "Responsible transformation at scale",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.334+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a12bf319-62f9-46f5-a6fe-35eae964a530",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Executive summary",
            "slug": "executive-summary",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
            "version": 1,
            "bodyDocId": null,
            "description": "A condensed view of the entire argument on a single slide / block.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "3d8319f2-cfba-4508-82bd-b740ec236c2b",
          "evidence": "Undoubtedly, the world has changed drastically in the past two years. These challenges, along with ambitious climate goals, have boosted the prominence of environmental, social and governance (ESG) c",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:23:35.762201+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 20,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "e075ecd1-0009-42f7-8638-87ed75110370",
          "evidence": "Explicit breakdown of Environmental, Social, and Governance pillars.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 18:59:39.334+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 20,
          "frameworkName": "ESG Framework"
        }
      ],
      "arcBeats": [
        {
          "to": 20,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 15,
          "name": "Impact & Next Steps",
          "beatId": "844aa51d-8565-4c8c-82ad-85988e1f67a8",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's discussion of success factors and enablers highlights the approach's impact and next steps.",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 20,
          "from": 16,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "49e4c271-1c63-4d3b-9094-078b5c7f6e07",
          "evidence": "The deck's breakdown of six enablers and key success factors.",
          "position": 1,
          "objective": "What are the key enablers of success?",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:10:12.694549+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 21,
      "type": "evidence",
      "title": "The slide highlights the synergy between digital transformation and environmental sustainability.",
      "function": "illustrate_case",
      "rawType": "case_study",
      "block": null,
      "metadata": {
        "slideType": "case_study",
        "slideTypeCanon": {
          "name": "Case study",
          "slug": "case_study",
          "status": "active",
          "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 83,
        "componentCount": 10,
        "textChars": 845,
        "nDataPoints": 6,
        "notes": "The slide highlights the synergy between digital transformation and environmental sustainability.",
        "elementsJson": [
          "paragraph",
          "callout_box",
          "icon_grid",
          "big_number"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:40.563+00",
          "seconds": 3.539,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/21",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-21",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.06,
            "w": 0.86,
            "x": 0.07,
            "y": 0.57
          },
          "kind": "callout",
          "text": "Western Digital achieved a major sustainability impact through the Fourth Industrial Revolution while business grew 40%+",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.563+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "de9a63d2-15de-452a-a1de-25ec641da6f3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.2,
            "x": 0.67,
            "y": 0.82
          },
          "kind": "metric",
          "text": "44%+ water consumption optimization",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.563+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0e390df5-697e-4a1c-aee1-01652ff55906",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.2,
            "x": 0.67,
            "y": 0.88
          },
          "kind": "metric",
          "text": "15%+ reduction waste material",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.563+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "206c8c9a-5fda-4768-b209-46ecf9e9b6a3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.2,
            "x": 0.67,
            "y": 0.76
          },
          "kind": "metric",
          "text": "40%+ GHG emission reduction Scope 2",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.563+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "973855ce-a54f-4909-be0c-df3d63b8922e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.2,
            "x": 0.67,
            "y": 0.7
          },
          "kind": "metric",
          "text": "40%+ energy consumption reduction",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.563+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f1b5968a-ae31-4abd-949d-661ec8b01c21",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "energy consumption reduction: 40%+",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:49+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22c-c485cf6dee0b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.32,
            "x": 0.17,
            "y": 0.08
          },
          "kind": "paragraph",
          "text": "Manufacturing is a resource-heavy undertaking worldwide. The September 2021 impact paper entitled Global Lighthouse Network: Unlocking Sustainability through Fourth Industrial Revolution Technologies explored how the climate crisis has pushed environmental responsibility higher than ever on the list of industrial priorities.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.563+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "725fdfca-aa73-49bb-bd1c-c94a299e851e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.32,
            "x": 0.51,
            "y": 0.08
          },
          "kind": "paragraph",
          "text": "Lighthouses are defying the conventional wisdom that environmental responsibility is inherently at odds with productivity and, by extension, profitability.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.563+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "efa3da66-50ff-4852-86b9-1bd53564fc94",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.35,
            "x": 0.07,
            "y": 0.94
          },
          "kind": "source-note",
          "text": "Source: World Economic Forum Global Lighthouse Network, 2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.563+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a2f285ee-48f9-4bca-ae8c-d4a7503ca414",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.25,
            "x": 0.17,
            "y": 0.03
          },
          "kind": "title",
          "text": "3.1 Sustainability",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.563+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6cba87ce-0b10-4340-b9d6-382ef064a867",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 25,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 21,
          "name": "Solution & Approach",
          "beatId": "6334eabc-2847-490a-8b55-c38daa29d1ab",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's presentation of key messages and case studies outlines the solution approach.",
          "position": 4,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 22,
      "type": "setup",
      "title": "The slide is a text-heavy page from a report, likely part of a larger playbook.",
      "function": "summarize",
      "rawType": "key_messages",
      "block": null,
      "metadata": {
        "slideType": "key_messages",
        "slideTypeCanon": {
          "name": "Key messages",
          "slug": "key_messages",
          "status": "active",
          "canonId": "019de52d-0712-703f-89f5-bda6688faf3f",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 50,
        "componentCount": 6,
        "textChars": 541,
        "nDataPoints": 1,
        "notes": "The slide is a text-heavy page from a report, likely part of a larger playbook.",
        "elementsJson": [
          "photo",
          "paragraph"
        ],
        "confidence": 0.9,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:40.299+00",
          "seconds": 3.126,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/22",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-22",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "A company can have the best tools, the newest technology and tremendous resources at its disposal, but if it lacks genuine workforce engagement, it will be unlikely to scale successfully.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:48+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22c-29422fcce89d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.13,
            "w": 1,
            "x": 0,
            "y": 0
          },
          "kind": "image",
          "text": "Workers on a conveyor belt",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Photo",
              "slug": "photo",
              "status": "active",
              "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "photo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.299+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "aaf10a81-b5c6-4eea-9edc-d66f57139041",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.32,
            "x": 0.175,
            "y": 0.215
          },
          "kind": "paragraph",
          "text": "A company can have the best tools... [text continues] ...unfilled roles in factories jumping 6% in October 2021.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.299+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4e8c526c-853e-48e5-af98-4d351a651a65",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.32,
            "x": 0.525,
            "y": 0.215
          },
          "kind": "paragraph",
          "text": "As the labour force have left jobs... [text continues] ...Workforce engagement usually has five key attributes:",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.299+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fd256275-c169-402a-93d3-df2526464c36",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.6,
            "x": 0.4,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "The Global Lighthouse Network Playbook for Responsible Industry Transformation 22",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.299+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a92fd67d-ddd6-4718-8a8c-e0f412d33299",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.025,
            "w": 0.35,
            "x": 0.175,
            "y": 0.155
          },
          "kind": "title",
          "text": "3.2 Workforce engagement",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.299+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "00a2c10f-ee18-4892-bc80-fa3888a1af80",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 25,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 21,
          "name": "Solution & Approach",
          "beatId": "6334eabc-2847-490a-8b55-c38daa29d1ab",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's presentation of key messages and case studies outlines the solution approach.",
          "position": 4,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 25,
          "from": 22,
          "loop": {
            "name": "53_jobs_to_be_done",
            "slug": "53-jobs-to-be-done",
            "status": "active",
            "bestFor": "Product innovation, market entry, competitive positioning",
            "canonId": "019dd956-7b6c-7594-b5b3-eecbe0ab48e8",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Customer's Job -> Current Solutions (Hired/Fired) -> Unmet Needs -> Our Solution Fit",
            "description": "Reframe the problem around what the customer is trying to accomplish, not what they're buying",
            "familyLabel": null
          },
          "matchId": "9c325437-d320-44d1-b6e3-0200c04be62d",
          "evidence": "The deck's discussion of workforce transformation and key pillars.",
          "position": 2,
          "objective": "How can workforce engagement be achieved?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:10:12.731201+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 23,
      "type": "setup",
      "title": "The slide outlines five strategic pillars for workforce transformation in the context of the Fourth Industrial Revolution.",
      "function": "present_solution",
      "rawType": "initiative_list",
      "block": null,
      "metadata": {
        "slideType": "initiative_list",
        "slideTypeCanon": {
          "name": "Initiative list",
          "slug": "initiative_list",
          "status": "active",
          "canonId": "019de52d-0caf-770e-9b91-b99239121f50",
          "version": 1,
          "description": null
        },
        "function": "present_solution",
        "functionCanon": {
          "name": "Present solution",
          "slug": "present_solution",
          "status": "active",
          "canonId": "019de52d-15b8-71da-bd23-2b767850cbce",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 48,
        "componentCount": 6,
        "textChars": 609,
        "nDataPoints": 0,
        "notes": "The slide outlines five strategic pillars for workforce transformation in the context of the Fourth Industrial Revolution.",
        "elementsJson": [
          "numbered_list",
          "bullet_list",
          "photo",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:39.856+00",
          "seconds": 2.534,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/23",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-23",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.8,
            "w": 0.1,
            "x": 0.12,
            "y": 0.07
          },
          "kind": "image",
          "text": "Icons representing each of the five pillars",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.856+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2c63698b-7d72-4b7f-bc30-a3d8b40a77cf",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.9,
            "x": 0.05,
            "y": 0.37
          },
          "kind": "list",
          "text": "3. Collaboration and connections: from silos to interdisciplinary and cross-functional teams for networking and learning",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.856+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1b2a4c24-f9c9-406c-8a8c-eb69dab0e7eb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.9,
            "x": 0.05,
            "y": 0.57
          },
          "kind": "list",
          "text": "4. Impact and recognition: accountability for results in keeping with values; affirming and celebrating achievements",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.856+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "901144a0-10f3-4dc2-b333-a65344e6a50a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.9,
            "x": 0.05,
            "y": 0.2
          },
          "kind": "list",
          "text": "2. Empowerment and ownership: moving from a top-down hierarchical culture gives workers the freedom to experiment and innovate",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.856+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a7b8924d-796b-48c4-a9e0-c291e73c5150",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.9,
            "x": 0.05,
            "y": 0.74
          },
          "kind": "list",
          "text": "5. Voice of the worker: listening and gathering data to better understand and respond to workers' needs",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.856+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ca8d4d55-8d59-445a-bf63-a67dd1e91aff",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.9,
            "x": 0.05,
            "y": 0.04
          },
          "kind": "list",
          "text": "1. Learning and development: extending competencies in a combination of hard, soft and digital skills",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:39.856+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ffac7097-fc95-4dc5-b6a6-38a9babe4b5c",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 25,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 21,
          "name": "Solution & Approach",
          "beatId": "6334eabc-2847-490a-8b55-c38daa29d1ab",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's presentation of key messages and case studies outlines the solution approach.",
          "position": 4,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 25,
          "from": 22,
          "loop": {
            "name": "53_jobs_to_be_done",
            "slug": "53-jobs-to-be-done",
            "status": "active",
            "bestFor": "Product innovation, market entry, competitive positioning",
            "canonId": "019dd956-7b6c-7594-b5b3-eecbe0ab48e8",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Customer's Job -> Current Solutions (Hired/Fired) -> Unmet Needs -> Our Solution Fit",
            "description": "Reframe the problem around what the customer is trying to accomplish, not what they're buying",
            "familyLabel": null
          },
          "matchId": "9c325437-d320-44d1-b6e3-0200c04be62d",
          "evidence": "The deck's discussion of workforce transformation and key pillars.",
          "position": 2,
          "objective": "How can workforce engagement be achieved?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:10:12.731201+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 24,
      "type": "evidence",
      "title": "The slide uses a two-column layout to contrast success factors with specific use cases, followed by a summary of impact metrics.",
      "function": "illustrate_case",
      "rawType": "case_study",
      "block": null,
      "metadata": {
        "slideType": "case_study",
        "slideTypeCanon": {
          "name": "Case study",
          "slug": "case_study",
          "status": "active",
          "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 82,
        "componentCount": 10,
        "textChars": 882,
        "nDataPoints": 3,
        "notes": "The slide uses a two-column layout to contrast success factors with specific use cases, followed by a summary of impact metrics.",
        "elementsJson": [
          "paragraph",
          "callout_box",
          "icon_grid",
          "big_number"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:41.056+00",
          "seconds": 3.727,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/24",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-24",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.06,
            "w": 0.88,
            "x": 0.06,
            "y": 0.22
          },
          "kind": "callout",
          "text": "Novo Nordisk successfully engaged its workforce by leveraging a set of key success factors.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:41.056+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1e8e7dd9-78c5-47d9-85de-f17e2d713a29",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.33,
            "x": 0.61,
            "y": 0.31
          },
          "kind": "list",
          "text": "Across all use cases: Production line optimization, Digital shop floor applications, Digital scheduling, Automated OEE data collection, Digital performance management",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:41.056+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5e84cdfc-8ca1-4e4d-9c26-8d7191c3edb2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.42,
            "x": 0.06,
            "y": 0.31
          },
          "kind": "list",
          "text": "Success factors to ensure high workforce engagement: Upskilling, Collaboration, User centric, Empowerment, Communication",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:41.056+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ce298e82-2d76-4243-88c0-47c8a9162e2d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.12,
            "x": 0.08,
            "y": 0.78
          },
          "kind": "metric",
          "text": "80% of workforce engages in initiatives",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:41.056+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2df219b5-b9fe-4b29-93bd-a60ede125c84",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.12,
            "x": 0.24,
            "y": 0.78
          },
          "kind": "metric",
          "text": "10% of time workforce spends reskilling on average",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:41.056+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "710b057e-41ba-4fdf-b5bf-8164d74bde7f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.12,
            "x": 0.39,
            "y": 0.78
          },
          "kind": "metric",
          "text": "1% of annual budget used for reskilling",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:41.056+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d0f59fa6-631a-461c-9b1e-58d99857a896",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "workforce engagement: 80%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:49+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22c-f9821bde94b1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.88,
            "x": 0.06,
            "y": 0.06
          },
          "kind": "paragraph",
          "text": "Novo Nordisk, a leading global healthcare company headquartered in Denmark, successfully engaged its workforce by leveraging factors that keep people at the centre of transformation...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:41.056+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c7fddc61-5625-43b8-b639-46c470e9279e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.55,
            "x": 0.06,
            "y": 0.91
          },
          "kind": "source-note",
          "text": "*Advanced analytics, **User experience, ***User interface. Source: World Economic Forum Global Lighthouse Network, 2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:41.056+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "aebec80f-a52c-437d-9b52-af3037081364",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.45,
            "x": 0.06,
            "y": 0.03
          },
          "kind": "title",
          "text": "CASE STUDY 5 | Workforce engagement: Novo Nordisk",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:41.056+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4bfdc731-4cc5-4f3d-a255-012fa09af57c",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 25,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 21,
          "name": "Solution & Approach",
          "beatId": "6334eabc-2847-490a-8b55-c38daa29d1ab",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's presentation of key messages and case studies outlines the solution approach.",
          "position": 4,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 25,
          "from": 22,
          "loop": {
            "name": "53_jobs_to_be_done",
            "slug": "53-jobs-to-be-done",
            "status": "active",
            "bestFor": "Product innovation, market entry, competitive positioning",
            "canonId": "019dd956-7b6c-7594-b5b3-eecbe0ab48e8",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Customer's Job -> Current Solutions (Hired/Fired) -> Unmet Needs -> Our Solution Fit",
            "description": "Reframe the problem around what the customer is trying to accomplish, not what they're buying",
            "familyLabel": null
          },
          "matchId": "9c325437-d320-44d1-b6e3-0200c04be62d",
          "evidence": "The deck's discussion of workforce transformation and key pillars.",
          "position": 2,
          "objective": "How can workforce engagement be achieved?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:10:12.731201+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 25,
      "type": "setup",
      "title": "The slide serves as a concluding summary and call to action for the Global Lighthouse Network report.",
      "function": "state_next_steps",
      "rawType": "closing_ask",
      "block": null,
      "metadata": {
        "slideType": "closing_ask",
        "slideTypeCanon": {
          "name": "Closing ask",
          "slug": "closing_ask",
          "status": "active",
          "canonId": "019de52d-0aa4-750f-8aa1-8d622dd99f5c",
          "version": 1,
          "description": null
        },
        "function": "state_next_steps",
        "functionCanon": {
          "name": "State next steps",
          "slug": "state_next_steps",
          "status": "active",
          "canonId": "019de52d-14ca-70ac-b534-971f458cdf29",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 70,
        "componentCount": 7,
        "textChars": 1838,
        "nDataPoints": 0,
        "notes": "The slide serves as a concluding summary and call to action for the Global Lighthouse Network report.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "photo"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:40.898+00",
          "seconds": 3.486,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/25",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-25",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.03,
            "w": 0.15,
            "x": 0.23,
            "y": 0.32
          },
          "kind": "callout",
          "text": "Call to action",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.898+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dc5fbded-deee-45d6-a24b-1bdf30036def",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "The global mandate for responsible manufacturing is clear. Organizations must grow in a way that prioritizes the planet and people.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:48+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22c-17a42cb57f14",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.9,
            "x": 0.05,
            "y": 0.55
          },
          "kind": "image",
          "text": "Manufacturing floor",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Photo",
              "slug": "photo",
              "status": "active",
              "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "photo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.898+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "af8dd9dc-82b8-4c4a-86da-276eaef7fc2c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.6,
            "x": 0.23,
            "y": 0.21
          },
          "kind": "paragraph",
          "text": "The Lighthouse Playbook, even as it continues to evolve with more data, more evidence and more valuable insights to share, makes a compelling case for how to embark on a successful Fourth Industrial Revolution transformation journey and, in particular, how to maintain a steady course even in the face of the most turbulent storms. Now, in light of all the changes the world has experienced over the past two years, the Global Lighthouse Network has even more to offer to help manufacturing organizations and their ecosystems accelerate responsible transformation and scaling.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.898+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3a34da1c-21b6-49b7-b37b-0056bb63b363",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.29,
            "x": 0.54,
            "y": 0.36
          },
          "kind": "paragraph",
          "text": "This is a dual challenge and it requires creativity and commitment across the value chain. It is important for industry to continue focusing on the six core enablers that the Global Lighthouse Network has shown to be essential to successful transformation at scale while emphasizing a particular focus on sustainability and workforce engagement. Lighthouses show the way and the playbook helps to chart the course. The global manufacturing community should learn, be inspired and embark with courage and hope on a transformational journey to be part of the sustainable future of manufacturing.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.898+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7077c837-2529-420b-9804-d233becab19a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.28,
            "x": 0.23,
            "y": 0.36
          },
          "kind": "paragraph",
          "text": "The global mandate for responsible manufacturing is clear. Organizations must grow in a way that prioritizes the planet and people. Given the recent disruptions affecting daily routines, relationships and modes of working, companies must keep their workers front of mind and practice by taking measures aimed at genuine workforce engagement. As manufacturers face pressing climate imperatives, environmental sustainability is no longer optional.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.898+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b089f5a7-91c0-4567-bc70-b309f5965884",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.6,
            "x": 0.23,
            "y": 0.03
          },
          "kind": "title",
          "text": "Continuing the journey and expanding the Lighthouse Playbook",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.898+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "731406a9-a900-4cad-a7bb-b479532a56e7",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 25,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 21,
          "name": "Solution & Approach",
          "beatId": "6334eabc-2847-490a-8b55-c38daa29d1ab",
          "matchId": "7f0c6b16-6582-4a6e-9cba-a29576c3bfd8",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "The deck's presentation of key messages and case studies outlines the solution approach.",
          "position": 4,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 25,
          "from": 22,
          "loop": {
            "name": "53_jobs_to_be_done",
            "slug": "53-jobs-to-be-done",
            "status": "active",
            "bestFor": "Product innovation, market entry, competitive positioning",
            "canonId": "019dd956-7b6c-7594-b5b3-eecbe0ab48e8",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Customer's Job -> Current Solutions (Hired/Fired) -> Unmet Needs -> Our Solution Fit",
            "description": "Reframe the problem around what the customer is trying to accomplish, not what they're buying",
            "familyLabel": null
          },
          "matchId": "9c325437-d320-44d1-b6e3-0200c04be62d",
          "evidence": "The deck's discussion of workforce transformation and key pillars.",
          "position": 2,
          "objective": "How can workforce engagement be achieved?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:10:12.731201+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 26,
      "type": "appendix",
      "title": "Figure 9 from the Global Lighthouse Network Playbook.",
      "function": "summarize",
      "rawType": "other",
      "block": null,
      "metadata": {
        "slideType": "other",
        "slideTypeCanon": {
          "name": "Other (fallback)",
          "slug": "other",
          "status": "active",
          "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 72,
        "componentCount": 8,
        "textChars": 785,
        "nDataPoints": 2,
        "notes": "Figure 9 from the Global Lighthouse Network Playbook.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "icon_grid",
          "callout_box",
          "infographic"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:40.32+00",
          "seconds": 2.859,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/26",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-26",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "The Global Lighthouse Network invites future sustainability lighthouses to join the network.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:48+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22c-744d2fe4fcde",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.2,
            "x": 0.36,
            "y": 0.21
          },
          "kind": "chart",
          "text": "103 lighthouses, 6 lighthouses",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Dot plot",
              "slug": "dot",
              "status": "active",
              "canonId": "019de52d-0235-738b-bd2b-78f8e24d7cb0",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "dot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.32+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d4f81752-1cbb-4b92-989a-397fa65a7f68",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.3,
            "x": 0.6,
            "y": 0.29
          },
          "kind": "list",
          "text": "Johnson & Johnson Janssen, Cork, IE; Schneider Electric, Le Vaudreuil, FR; Western Digital, Penang, MY",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.32+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fb8d0410-154b-4d01-af58-b170f39b47d1",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Lighthouse count: 103",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 14:00:48+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-eda9-7048-b22c-78f41af422b5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.7,
            "x": 0.06,
            "y": 0.09
          },
          "kind": "paragraph",
          "text": "The Global Lighthouse Network at Davos was charged with the goal of uncovering how sites' end-to-end value chains make themselves more sustainable through technology and to identify leaders to act as aspirational examples for other sites to model.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.32+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7b49f761-b933-4d2d-bb27-20218b844a15",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.6,
            "x": 0.24,
            "y": 0.62
          },
          "kind": "paragraph",
          "text": "Now that the Global Lighthouse Network stands at 103 members, the Forum is eager to welcome more companies into this group of leading organizations.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.32+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a696a792-adcf-431a-9ebc-60a46dd38774",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.4,
            "x": 0.06,
            "y": 0.52
          },
          "kind": "source-note",
          "text": "Source: World Economic Forum Global Lighthouse Network, 2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.32+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1a3e33d7-7e7a-4f8b-a1de-484d4a0eb6a7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.6,
            "x": 0.24,
            "y": 0.03
          },
          "kind": "title",
          "text": "A Lighthouse designation highlights digital pacesetters enabling sustainable scale up",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.32+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b3f198e1-096f-4eae-8279-9e54a639e68e",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 27,
      "type": "appendix",
      "function": "other",
      "rawType": "appendix",
      "block": null,
      "metadata": {
        "slideType": "appendix",
        "slideTypeCanon": {
          "name": "Appendix",
          "slug": "appendix",
          "status": "active",
          "canonId": "019de52d-0762-71f8-b564-89ab863301cc",
          "version": 1,
          "description": null
        },
        "function": "other",
        "functionCanon": {
          "name": "Other (fallback)",
          "slug": "other",
          "status": "active",
          "canonId": "019de52d-15e1-75bc-99dc-07732380e2ce",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 23,
        "componentCount": 4,
        "textChars": 336,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:44.074+00",
          "seconds": 6.243,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/27",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-27",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.25,
            "w": 0.4,
            "x": 0.24,
            "y": 0.1
          },
          "kind": "list",
          "text": "World Economic Forum Project Team: Francisco Betti, Yves Giraud, Federico Torti, Finja Zhang",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:44.074+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "671c152c-0034-415d-9f67-a4fca1da34d5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.4,
            "x": 0.24,
            "y": 0.38
          },
          "kind": "list",
          "text": "McKinsey & Company Project Team: Martin Becker, Enno de Boer, Michael Kane, Magnus Larsson, Macar Stoianov",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:44.074+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6bbf21e7-7a6b-4a49-bbd9-595d2e8ba595",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.24,
            "y": 0.62
          },
          "kind": "paragraph",
          "text": "The team would like to thank Paul Cumbo of PJC Editorial, external writer and editorial consultant, for drafting this article.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:44.074+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "73d7dfec-b9a4-4f46-adcc-819db24a94a2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.25,
            "x": 0.24,
            "y": 0.03
          },
          "kind": "title",
          "text": "Contributors",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:44.074+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "82636f52-1aca-4d4b-a481-d275090e3f61",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 28,
      "type": "appendix",
      "function": "appendix",
      "rawType": "appendix_disclosure",
      "block": null,
      "metadata": {
        "slideType": "appendix_disclosure",
        "slideTypeCanon": {
          "name": "Appendix disclosure",
          "slug": "appendix_disclosure",
          "status": "active",
          "canonId": "019de52d-07b2-7549-8e8b-932a19f6e616",
          "version": 1,
          "description": null
        },
        "function": "appendix",
        "functionCanon": {
          "name": "Appendix",
          "slug": "appendix",
          "status": "active",
          "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 23,
        "componentCount": 2,
        "textChars": 532,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "numbered_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:42.54+00",
          "seconds": 4.583,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/28",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-28",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.22,
            "w": 0.65,
            "x": 0.238,
            "y": 0.101
          },
          "kind": "list",
          "text": "1. World Economic Forum, Global Lighthouse Network: Unlocking Sustainability through Fourth Industrial Revolution Technologies, 2021\n2. World Economic Forum, Global Lighthouse Network: Reimagining Operations for Growth, 15 March 2021\n3. World Economic Forum, Global Lighthouse Network: Unlocking Sustainability through Fourth Industrial Revolution Technologies, 27 September 2021\n4. Bureau of Labor Statistics - United States Department of Labor, Job Openings and Labor Turnover - January 2022 [Press release], 10 March 2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Numbered list",
              "slug": "numbered",
              "status": "active",
              "canonId": "019de52c-fcc0-7718-a284-a4250c805df2",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "numbered",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.54+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "42b6a3f2-587a-4fc3-8dd6-8d01eae87086",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.035,
            "w": 0.155,
            "x": 0.238,
            "y": 0.033
          },
          "kind": "title",
          "text": "Endnotes",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:42.54+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d6fbb9f4-d67c-4d62-8d7d-9fd05cec47f8",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 29,
      "type": "setup",
      "function": "other",
      "rawType": "disclaimer",
      "block": null,
      "metadata": {
        "slideType": "disclaimer",
        "slideTypeCanon": {
          "name": "Disclaimer",
          "slug": "disclaimer",
          "status": "active",
          "canonId": "019de52d-0801-727b-b98a-5ed095aeee78",
          "version": 1,
          "description": null
        },
        "function": "other",
        "functionCanon": {
          "name": "Other (fallback)",
          "slug": "other",
          "status": "active",
          "canonId": "019de52d-15e1-75bc-99dc-07732380e2ce",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 24,
        "componentCount": 3,
        "textChars": 458,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "logo_grid",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:40.385+00",
          "seconds": 2.3,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-7af07c97a334/29",
        "deck": "/decks/019dd923-5de0-76bd-a164-7af07c97a334",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-7af07c97a334#slide-29",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-7af07c97a334.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.12,
            "w": 0.18,
            "x": 0.75,
            "y": 0.03
          },
          "kind": "image",
          "text": "World Economic Forum logo",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.385+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b7759bdc-0bcf-49bd-8f6e-fb6d6457ecb4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.18,
            "x": 0.75,
            "y": 0.225
          },
          "kind": "paragraph",
          "text": "The World Economic Forum, committed to improving the state of the world, is the International Organization for Public-Private Cooperation. The Forum engages the foremost political, business and other leaders of society to shape global, regional and industry agendas.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.385+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2f8d94ef-68dd-4ee0-9642-d50e3b128571",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.18,
            "x": 0.75,
            "y": 0.84
          },
          "kind": "paragraph",
          "text": "World Economic Forum 91-93 route de la Capite CH-1223 Cologny/Geneva Switzerland Tel.: +41 (0) 22 869 1212 Fax: +41 (0) 22 786 2744 contact@weforum.org www.weforum.org",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:40.385+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fe594621-f282-40ef-ae64-65364ec08ace",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    }
  ],
  "arcBeats": [
    {
      "from": 1,
      "to": 4,
      "label": "Situation & Context",
      "description": "The deck's preface, executive summary, and case studies provide context and background information."
    },
    {
      "from": 5,
      "to": 9,
      "label": "Problem & Complication",
      "description": "The deck's discussion of challenges and trends highlights the need for transformation."
    },
    {
      "from": 10,
      "to": 14,
      "label": "Evidence & Proof",
      "description": "The deck's use of data tables and case studies provides evidence of the approach's effectiveness."
    },
    {
      "from": 15,
      "to": 20,
      "label": "Impact & Next Steps",
      "description": "The deck's discussion of success factors and enablers highlights the approach's impact and next steps."
    },
    {
      "from": 21,
      "to": 25,
      "label": "Solution & Approach",
      "description": "The deck's presentation of key messages and case studies outlines the solution approach."
    }
  ],
  "loops": [
    {
      "from": 5,
      "to": 9,
      "label": "Golden Circle",
      "description": "Why is transformation necessary?"
    },
    {
      "from": 16,
      "to": 20,
      "label": "Mece Breakdown",
      "description": "What are the key enablers of success?"
    },
    {
      "from": 22,
      "to": 25,
      "label": "Jobs To Be Done",
      "description": "How can workforce engagement be achieved?"
    }
  ]
}